A_08_Predictors_geometry.R

A - 07: Predictors - Range geometries

Source 00_Configuration.R

Code

source(here::here("Code/00_Configuration.R"))
list_p <- c("here", "sf" ,"tidyverse", "purrr", "tictoc", "terra", "broom", "geosphere")
x <- lapply(list_p, require, character = TRUE)
sf_use_s2(FALSE) # we use planar projections so this can be turned off
rm(x)

Source poly-attribute function

Code

source(here("Code/Functions/poly_attr.R"))
#run function and skip errors:
poly_attr <- possibly(poly_attr, otherwise = NA_real_, quiet = FALSE)

Load data

Code

atlas_sf <-
  readRDS(here("Data/output/1_data_sf.rds")) %>%
  filter(scalingID == 1 & cell_sampling_repeats == 2) %>%
  group_split(datasetID)

Calculate predictors

Atlas geometries

Define function for processing a single atlas

Code

process_atlas <- function(atlas, crs_value) {
  # Filter and transform dataset
  sf_current_atlas <- atlas %>%
    group_by(datasetID) %>%
    select(datasetID, geometry) %>%
    st_as_sf() %>%
    summarise(geometry = st_union(geometry), .groups = "drop") %>%
    st_transform(crs = crs_value) %>%
    st_make_valid()

  atlasID <- unique(sf_current_atlas$datasetID)

  message("Processing atlas ID = ", atlasID)
  
  # Convert to terra SpatVector
  terra_current_atlas <- vect(sf_current_atlas)

  # Store border lines
  atlas_border_lines <- terra::as.lines(terra_current_atlas)

  # Bounding box metrics
  bbox <- terra::ext(terra_current_atlas)

  # Calculate predictors
  data_atlas_res <- data.frame(
    datasetID = atlasID,
    atlas_xmin = bbox[1],
    atlas_xmax = bbox[2],
    atlas_xhalf = bbox[1] + (bbox[2] - bbox[1]) / 2,
    atlas_ymin = bbox[3],
    atlas_ymax = bbox[4],
    atlas_yhalf = bbox[3] + (bbox[4] - bbox[3]) / 2,
    atlas_circNorm = poly_attr(terra_current_atlas, "circNorm"))

  return(
    list(
      geometry_metrics = data_atlas_res,
      borders = atlas_border_lines))
}

Apply function to each atlas using map2()

Code

results <- map2(atlas_sf, vars$crs, process_atlas)

Extract results into separate lists

Code

# Extract geometry metrics
data_atlas_geometry <- map_dfr(results, "geometry_metrics")
row.names(data_atlas_geometry) <- NULL

# Extract borders
list_borders <- map(results, "borders")

Single species range geometries

Code

list_range_geometries <-
  replicate(4, list())

Loop through each atlas, time period, species and compute range geometries

Code

tictoc::tic()
for (atlas_i in seq_along(data_atlas_geometry$datasetID)){

  atlas <- data_atlas_geometry[[atlas_i]]
  border_lines <- list_borders[[atlas_i]]
  atlas_centroid <- centroids(border_lines)

  grouped_list <- atlas_sf[[atlas_i]] %>%
    st_as_sf() %>%
    group_by(samplingPeriodID, verbatimIdentification) %>%
    group_split()


  range_geometries <- map_dfr(grouped_list, function(dta) {
    message("Processing atlas nr = ", atlas_i)

    print(paste0("processing = ", unique(dta$verbatimIdentification),
                 ", datasetID = ", unique(dta$datasetID),
                 ", tp = ", unique(dta$samplingPeriodID) ))

    sp_range <- dta %>%
      dplyr::select(geometry, siteID, datasetID) %>%
      st_transform(crs = st_crs(border_lines)) %>%
      summarise() %>%
      terra::vect()

    sp_range_centroid <- centroids(sp_range)

    # Compute range attributes

    tibble(
      datasetID = unique(dta$datasetID),
      samplingPeriodID = unique(dta$samplingPeriodID),
      verbatimIdentification = unique(dta$verbatimIdentification),
      circNorm = poly_attr(sp_range, "circNorm"), # based on area-perimeter ratio (Cn=P^2/4πA) --> scale independent ( = 1 if it is a circle,  > 1 if it deviates from a circle)
      minDist_toBorder_centr = min(distance(crds(sp_range_centroid), crds(border_lines), lonlat = F))
    )
  })


  list_range_geometries[[atlas_i]] <- range_geometries

}

[1] "processing = Accipiter gentilis, datasetID = 5, tp = 1"

[1] "processing = Accipiter nisus, datasetID = 5, tp = 1"

[1] "processing = Acrocephalus arundinaceus, datasetID = 5, tp = 1"

[1] "processing = Acrocephalus palustris, datasetID = 5, tp = 1"

[1] "processing = Acrocephalus schoenobaenus, datasetID = 5, tp = 1"

[1] "processing = Acrocephalus scirpaceus, datasetID = 5, tp = 1"

[1] "processing = Actitis hypoleucos, datasetID = 5, tp = 1"

[1] "processing = Aegithalos caudatus, datasetID = 5, tp = 1"

[1] "processing = Aegolius funereus, datasetID = 5, tp = 1"

[1] "processing = Alauda arvensis, datasetID = 5, tp = 1"

[1] "processing = Alcedo atthis, datasetID = 5, tp = 1"

[1] "processing = Anas acuta, datasetID = 5, tp = 1"

[1] "processing = Anas clypeata, datasetID = 5, tp = 1"

[1] "processing = Anas crecca, datasetID = 5, tp = 1"

[1] "processing = Anas platyrhynchos, datasetID = 5, tp = 1"

[1] "processing = Anas querquedula, datasetID = 5, tp = 1"

[1] "processing = Anas strepera, datasetID = 5, tp = 1"

[1] "processing = Anser anser, datasetID = 5, tp = 1"

[1] "processing = Anthus campestris, datasetID = 5, tp = 1"

[1] "processing = Anthus pratensis, datasetID = 5, tp = 1"

[1] "processing = Anthus spinoletta, datasetID = 5, tp = 1"

[1] "processing = Anthus trivialis, datasetID = 5, tp = 1"

[1] "processing = Apus apus, datasetID = 5, tp = 1"

[1] "processing = Aquila pomarina, datasetID = 5, tp = 1"

[1] "processing = Ardea cinerea, datasetID = 5, tp = 1"

[1] "processing = Ardea purpurea, datasetID = 5, tp = 1"

[1] "processing = Asio flammeus, datasetID = 5, tp = 1"

[1] "processing = Asio otus, datasetID = 5, tp = 1"

[1] "processing = Athene noctua, datasetID = 5, tp = 1"

[1] "processing = Aythya ferina, datasetID = 5, tp = 1"

[1] "processing = Aythya fuligula, datasetID = 5, tp = 1"

[1] "processing = Aythya nyroca, datasetID = 5, tp = 1"

[1] "processing = Bonasa bonasia, datasetID = 5, tp = 1"

[1] "processing = Botaurus stellaris, datasetID = 5, tp = 1"

[1] "processing = Bubo bubo, datasetID = 5, tp = 1"

[1] "processing = Bucephala clangula, datasetID = 5, tp = 1"

[1] "processing = Burhinus oedicnemus, datasetID = 5, tp = 1"

[1] "processing = Buteo buteo, datasetID = 5, tp = 1"

[1] "processing = Caprimulgus europaeus, datasetID = 5, tp = 1"

[1] "processing = Carduelis cannabina, datasetID = 5, tp = 1"

[1] "processing = Carduelis carduelis, datasetID = 5, tp = 1"

[1] "processing = Carduelis chloris, datasetID = 5, tp = 1"

[1] "processing = Carduelis flammea, datasetID = 5, tp = 1"

[1] "processing = Carduelis flammea cabaret, datasetID = 5, tp = 1"

[1] "processing = Carduelis spinus, datasetID = 5, tp = 1"

[1] "processing = Carpodacus erythrinus, datasetID = 5, tp = 1"

[1] "processing = Certhia brachydactyla, datasetID = 5, tp = 1"

[1] "processing = Certhia familiaris, datasetID = 5, tp = 1"

[1] "processing = Charadrius dubius, datasetID = 5, tp = 1"

[1] "processing = Charadrius morinellus, datasetID = 5, tp = 1"

[1] "processing = Chlidonias niger, datasetID = 5, tp = 1"

[1] "processing = Ciconia ciconia, datasetID = 5, tp = 1"

[1] "processing = Ciconia nigra, datasetID = 5, tp = 1"

[1] "processing = Cinclus cinclus, datasetID = 5, tp = 1"

[1] "processing = Circus aeruginosus, datasetID = 5, tp = 1"

[1] "processing = Circus cyaneus, datasetID = 5, tp = 1"

[1] "processing = Circus pygargus, datasetID = 5, tp = 1"

[1] "processing = Coccothraustes coccothraustes, datasetID = 5, tp = 1"

[1] "processing = Columba livia f. domestica, datasetID = 5, tp = 1"

[1] "processing = Columba oenas, datasetID = 5, tp = 1"

[1] "processing = Columba palumbus, datasetID = 5, tp = 1"

[1] "processing = Coracius garrulus, datasetID = 5, tp = 1"

[1] "processing = Corvus corax, datasetID = 5, tp = 1"

[1] "processing = Corvus corone cornix, datasetID = 5, tp = 1"

[1] "processing = Corvus corone corone, datasetID = 5, tp = 1"

[1] "processing = Corvus frugilegus, datasetID = 5, tp = 1"

[1] "processing = Corvus monedula, datasetID = 5, tp = 1"

[1] "processing = Coturnix coturnix, datasetID = 5, tp = 1"

[1] "processing = Crex crex, datasetID = 5, tp = 1"

[1] "processing = Cuculus canorus, datasetID = 5, tp = 1"

[1] "processing = Cygnus olor, datasetID = 5, tp = 1"

[1] "processing = Delichon urbica, datasetID = 5, tp = 1"

[1] "processing = Dendrocopos leucotos, datasetID = 5, tp = 1"

[1] "processing = Dendrocopos major, datasetID = 5, tp = 1"

[1] "processing = Dendrocopos medius, datasetID = 5, tp = 1"

[1] "processing = Dendrocopos minor, datasetID = 5, tp = 1"

[1] "processing = Dendrocopos syriacus, datasetID = 5, tp = 1"

[1] "processing = Dryocopus martius, datasetID = 5, tp = 1"

[1] "processing = Egretta garzetta, datasetID = 5, tp = 1"

[1] "processing = Emberiza citrinella, datasetID = 5, tp = 1"

[1] "processing = Emberiza hortulana, datasetID = 5, tp = 1"

[1] "processing = Emberiza schoeniclus, datasetID = 5, tp = 1"

[1] "processing = Erithacus rubecula, datasetID = 5, tp = 1"

[1] "processing = Falco cherrug, datasetID = 5, tp = 1"

[1] "processing = Falco peregrinus, datasetID = 5, tp = 1"

[1] "processing = Falco subbuteo, datasetID = 5, tp = 1"

[1] "processing = Falco tinnunculus, datasetID = 5, tp = 1"

[1] "processing = Falco vespertinus, datasetID = 5, tp = 1"

[1] "processing = Ficedula albicollis, datasetID = 5, tp = 1"

[1] "processing = Ficedula hypoleuca, datasetID = 5, tp = 1"

[1] "processing = Ficedula parva, datasetID = 5, tp = 1"

[1] "processing = Fringilla coelebs, datasetID = 5, tp = 1"

[1] "processing = Fulica atra, datasetID = 5, tp = 1"

[1] "processing = Galerida cristata, datasetID = 5, tp = 1"

[1] "processing = Gallinago gallinago, datasetID = 5, tp = 1"

[1] "processing = Gallinula chloropus, datasetID = 5, tp = 1"

[1] "processing = Garrulus glandarius, datasetID = 5, tp = 1"

[1] "processing = Glaucidium passerinum, datasetID = 5, tp = 1"

[1] "processing = Grus grus, datasetID = 5, tp = 1"

[1] "processing = Haliaeetus albicilla, datasetID = 5, tp = 1"

[1] "processing = Himantopus himantopus, datasetID = 5, tp = 1"

[1] "processing = Hippolais icterina, datasetID = 5, tp = 1"

[1] "processing = Hirundo rustica, datasetID = 5, tp = 1"

[1] "processing = Ixobrychus minutus, datasetID = 5, tp = 1"

[1] "processing = Jynx torquilla, datasetID = 5, tp = 1"

[1] "processing = Lanius collurio, datasetID = 5, tp = 1"

[1] "processing = Lanius excubitor, datasetID = 5, tp = 1"

[1] "processing = Lanius minor, datasetID = 5, tp = 1"

[1] "processing = Lanius senator, datasetID = 5, tp = 1"

[1] "processing = Larus cachinnans, datasetID = 5, tp = 1"

[1] "processing = Larus canus, datasetID = 5, tp = 1"

[1] "processing = Larus melanocephalus, datasetID = 5, tp = 1"

[1] "processing = Larus ridibundus, datasetID = 5, tp = 1"

[1] "processing = Limosa limosa, datasetID = 5, tp = 1"

[1] "processing = Locustella fluviatilis, datasetID = 5, tp = 1"

[1] "processing = Locustella luscinioides, datasetID = 5, tp = 1"

[1] "processing = Locustella naevia, datasetID = 5, tp = 1"

[1] "processing = Loxia curvirostra, datasetID = 5, tp = 1"

[1] "processing = Lullula arborea, datasetID = 5, tp = 1"

[1] "processing = Luscinia luscinia, datasetID = 5, tp = 1"

[1] "processing = Luscinia megarhynchos, datasetID = 5, tp = 1"

[1] "processing = Luscinia svecica cyanecula, datasetID = 5, tp = 1"

[1] "processing = Luscinia svecica svecica, datasetID = 5, tp = 1"

[1] "processing = Mergus merganser, datasetID = 5, tp = 1"

[1] "processing = Merops apiaster, datasetID = 5, tp = 1"

[1] "processing = Miliaria calandra, datasetID = 5, tp = 1"

[1] "processing = Milvus migrans, datasetID = 5, tp = 1"

[1] "processing = Milvus milvus, datasetID = 5, tp = 1"

[1] "processing = Motacilla alba, datasetID = 5, tp = 1"

[1] "processing = Motacilla cinerea, datasetID = 5, tp = 1"

[1] "processing = Motacilla flava, datasetID = 5, tp = 1"

[1] "processing = Muscicapa striata, datasetID = 5, tp = 1"

[1] "processing = Netta rufina, datasetID = 5, tp = 1"

[1] "processing = Nucifraga caryocatactes, datasetID = 5, tp = 1"

[1] "processing = Numenius arquata, datasetID = 5, tp = 1"

[1] "processing = Nycticorax nycticorax, datasetID = 5, tp = 1"

[1] "processing = Oenanthe oenanthe, datasetID = 5, tp = 1"

[1] "processing = Oriolus oriolus, datasetID = 5, tp = 1"

[1] "processing = Otis tarda, datasetID = 5, tp = 1"

[1] "processing = Otus scops, datasetID = 5, tp = 1"

[1] "processing = Panurus biarmicus, datasetID = 5, tp = 1"

[1] "processing = Parus ater, datasetID = 5, tp = 1"

[1] "processing = Parus caeruleus, datasetID = 5, tp = 1"

[1] "processing = Parus cristatus, datasetID = 5, tp = 1"

[1] "processing = Parus major, datasetID = 5, tp = 1"

[1] "processing = Parus montanus, datasetID = 5, tp = 1"

[1] "processing = Parus palustris, datasetID = 5, tp = 1"

[1] "processing = Passer domesticus, datasetID = 5, tp = 1"

[1] "processing = Passer montanus, datasetID = 5, tp = 1"

[1] "processing = Perdix perdix, datasetID = 5, tp = 1"

[1] "processing = Pernis apivorus, datasetID = 5, tp = 1"

[1] "processing = Phalacrocorax carbo, datasetID = 5, tp = 1"

[1] "processing = Phasianus colchicus, datasetID = 5, tp = 1"

[1] "processing = Phoenicurus ochruros, datasetID = 5, tp = 1"

[1] "processing = Phoenicurus phoenicurus, datasetID = 5, tp = 1"

[1] "processing = Phylloscopus collybita, datasetID = 5, tp = 1"

[1] "processing = Phylloscopus sibilatrix, datasetID = 5, tp = 1"

[1] "processing = Phylloscopus trochiloides, datasetID = 5, tp = 1"

[1] "processing = Phylloscopus trochilus, datasetID = 5, tp = 1"

[1] "processing = Pica pica, datasetID = 5, tp = 1"

[1] "processing = Picoides tridactylus, datasetID = 5, tp = 1"

[1] "processing = Picus canus, datasetID = 5, tp = 1"

[1] "processing = Picus viridis, datasetID = 5, tp = 1"

[1] "processing = Platalea leucorodia, datasetID = 5, tp = 1"

[1] "processing = Podiceps cristatus, datasetID = 5, tp = 1"

[1] "processing = Podiceps grisegena, datasetID = 5, tp = 1"

[1] "processing = Podiceps nigricollis, datasetID = 5, tp = 1"

[1] "processing = Porzana parva, datasetID = 5, tp = 1"

[1] "processing = Porzana porzana, datasetID = 5, tp = 1"

[1] "processing = Prunella collaris, datasetID = 5, tp = 1"

[1] "processing = Prunella modularis, datasetID = 5, tp = 1"

[1] "processing = Pyrrhula pyrrhula, datasetID = 5, tp = 1"

[1] "processing = Rallus aquaticus, datasetID = 5, tp = 1"

[1] "processing = Recurvirostra avosetta, datasetID = 5, tp = 1"

[1] "processing = Regulus ignicapillus, datasetID = 5, tp = 1"

[1] "processing = Regulus regulus, datasetID = 5, tp = 1"

[1] "processing = Remiz pendulinus, datasetID = 5, tp = 1"

[1] "processing = Riparia riparia, datasetID = 5, tp = 1"

[1] "processing = Saxicola rubetra, datasetID = 5, tp = 1"

[1] "processing = Saxicola torquata, datasetID = 5, tp = 1"

[1] "processing = Scolopax rusticola, datasetID = 5, tp = 1"

[1] "processing = Serinus serinus, datasetID = 5, tp = 1"

[1] "processing = Sitta europaea, datasetID = 5, tp = 1"

[1] "processing = Sterna hirundo, datasetID = 5, tp = 1"

[1] "processing = Streptopelia decaocto, datasetID = 5, tp = 1"

[1] "processing = Streptopelia turtur, datasetID = 5, tp = 1"

[1] "processing = Strix aluco, datasetID = 5, tp = 1"

[1] "processing = Strix uralensis, datasetID = 5, tp = 1"

[1] "processing = Sturnus vulgaris, datasetID = 5, tp = 1"

[1] "processing = Sylvia atricapilla, datasetID = 5, tp = 1"

[1] "processing = Sylvia borin, datasetID = 5, tp = 1"

[1] "processing = Sylvia communis, datasetID = 5, tp = 1"

[1] "processing = Sylvia curruca, datasetID = 5, tp = 1"

[1] "processing = Sylvia nisoria, datasetID = 5, tp = 1"

[1] "processing = Tachybaptus ruficollis, datasetID = 5, tp = 1"

[1] "processing = Tetrao tetrix, datasetID = 5, tp = 1"

[1] "processing = Tetrao urogallus, datasetID = 5, tp = 1"

[1] "processing = Tringa ochropus, datasetID = 5, tp = 1"

[1] "processing = Tringa totanus, datasetID = 5, tp = 1"

[1] "processing = Troglodytes troglodytes, datasetID = 5, tp = 1"

[1] "processing = Turdus iliacus, datasetID = 5, tp = 1"

[1] "processing = Turdus merula, datasetID = 5, tp = 1"

[1] "processing = Turdus philomelos, datasetID = 5, tp = 1"

[1] "processing = Turdus pilaris, datasetID = 5, tp = 1"

[1] "processing = Turdus torquatus, datasetID = 5, tp = 1"

[1] "processing = Turdus viscivorus, datasetID = 5, tp = 1"

[1] "processing = Tyto alba, datasetID = 5, tp = 1"

[1] "processing = Upupa epops, datasetID = 5, tp = 1"

[1] "processing = Vanellus vanellus, datasetID = 5, tp = 1"

[1] "processing = Accipiter gentilis, datasetID = 5, tp = 2"

[1] "processing = Accipiter nisus, datasetID = 5, tp = 2"

[1] "processing = Acrocephalus arundinaceus, datasetID = 5, tp = 2"

[1] "processing = Acrocephalus paludicola, datasetID = 5, tp = 2"

[1] "processing = Acrocephalus palustris, datasetID = 5, tp = 2"

[1] "processing = Acrocephalus schoenobaenus, datasetID = 5, tp = 2"

[1] "processing = Acrocephalus scirpaceus, datasetID = 5, tp = 2"

[1] "processing = Actitis hypoleucos, datasetID = 5, tp = 2"

[1] "processing = Aegithalos caudatus, datasetID = 5, tp = 2"

[1] "processing = Aegolius funereus, datasetID = 5, tp = 2"

[1] "processing = Alauda arvensis, datasetID = 5, tp = 2"

[1] "processing = Alcedo atthis, datasetID = 5, tp = 2"

[1] "processing = Anas acuta, datasetID = 5, tp = 2"

[1] "processing = Anas clypeata, datasetID = 5, tp = 2"

[1] "processing = Anas crecca, datasetID = 5, tp = 2"

[1] "processing = Anas penelope, datasetID = 5, tp = 2"

[1] "processing = Anas platyrhynchos, datasetID = 5, tp = 2"

[1] "processing = Anas querquedula, datasetID = 5, tp = 2"

[1] "processing = Anas strepera, datasetID = 5, tp = 2"

[1] "processing = Anser anser, datasetID = 5, tp = 2"

[1] "processing = Anthus campestris, datasetID = 5, tp = 2"

[1] "processing = Anthus pratensis, datasetID = 5, tp = 2"

[1] "processing = Anthus spinoletta, datasetID = 5, tp = 2"

[1] "processing = Anthus trivialis, datasetID = 5, tp = 2"

[1] "processing = Apus apus, datasetID = 5, tp = 2"

[1] "processing = Aquila heliaca, datasetID = 5, tp = 2"

[1] "processing = Aquila pomarina, datasetID = 5, tp = 2"

[1] "processing = Ardea cinerea, datasetID = 5, tp = 2"

[1] "processing = Ardea purpurea, datasetID = 5, tp = 2"

[1] "processing = Asio flammeus, datasetID = 5, tp = 2"

[1] "processing = Asio otus, datasetID = 5, tp = 2"

[1] "processing = Athene noctua, datasetID = 5, tp = 2"

[1] "processing = Aythya ferina, datasetID = 5, tp = 2"

[1] "processing = Aythya fuligula, datasetID = 5, tp = 2"

[1] "processing = Aythya nyroca, datasetID = 5, tp = 2"

[1] "processing = Bonasa bonasia, datasetID = 5, tp = 2"

[1] "processing = Botaurus stellaris, datasetID = 5, tp = 2"

[1] "processing = Bubo bubo, datasetID = 5, tp = 2"

[1] "processing = Bucephala clangula, datasetID = 5, tp = 2"

[1] "processing = Buteo buteo, datasetID = 5, tp = 2"

[1] "processing = Caprimulgus europaeus, datasetID = 5, tp = 2"

[1] "processing = Carduelis cannabina, datasetID = 5, tp = 2"

[1] "processing = Carduelis carduelis, datasetID = 5, tp = 2"

[1] "processing = Carduelis chloris, datasetID = 5, tp = 2"

[1] "processing = Carduelis flammea, datasetID = 5, tp = 2"

[1] "processing = Carduelis flammea cabaret, datasetID = 5, tp = 2"

[1] "processing = Carduelis spinus, datasetID = 5, tp = 2"

[1] "processing = Carpodacus erythrinus, datasetID = 5, tp = 2"

[1] "processing = Certhia brachydactyla, datasetID = 5, tp = 2"

[1] "processing = Certhia familiaris, datasetID = 5, tp = 2"

[1] "processing = Charadrius dubius, datasetID = 5, tp = 2"

[1] "processing = Charadrius morinellus, datasetID = 5, tp = 2"

[1] "processing = Chlidonias hybridus, datasetID = 5, tp = 2"

[1] "processing = Chlidonias niger, datasetID = 5, tp = 2"

[1] "processing = Ciconia ciconia, datasetID = 5, tp = 2"

[1] "processing = Ciconia nigra, datasetID = 5, tp = 2"

[1] "processing = Cinclus cinclus, datasetID = 5, tp = 2"

[1] "processing = Circus aeruginosus, datasetID = 5, tp = 2"

[1] "processing = Circus cyaneus, datasetID = 5, tp = 2"

[1] "processing = Circus pygargus, datasetID = 5, tp = 2"

[1] "processing = Coccothraustes coccothraustes, datasetID = 5, tp = 2"

[1] "processing = Columba livia f. domestica, datasetID = 5, tp = 2"

[1] "processing = Columba oenas, datasetID = 5, tp = 2"

[1] "processing = Columba palumbus, datasetID = 5, tp = 2"

[1] "processing = Corvus corax, datasetID = 5, tp = 2"

[1] "processing = Corvus corone cornix, datasetID = 5, tp = 2"

[1] "processing = Corvus corone corone, datasetID = 5, tp = 2"

[1] "processing = Corvus frugilegus, datasetID = 5, tp = 2"

[1] "processing = Corvus monedula, datasetID = 5, tp = 2"

[1] "processing = Coturnix coturnix, datasetID = 5, tp = 2"

[1] "processing = Crex crex, datasetID = 5, tp = 2"

[1] "processing = Cuculus canorus, datasetID = 5, tp = 2"

[1] "processing = Cygnus olor, datasetID = 5, tp = 2"

[1] "processing = Delichon urbica, datasetID = 5, tp = 2"

[1] "processing = Dendrocopos leucotos, datasetID = 5, tp = 2"

[1] "processing = Dendrocopos major, datasetID = 5, tp = 2"

[1] "processing = Dendrocopos medius, datasetID = 5, tp = 2"

[1] "processing = Dendrocopos minor, datasetID = 5, tp = 2"

[1] "processing = Dendrocopos syriacus, datasetID = 5, tp = 2"

[1] "processing = Dryocopus martius, datasetID = 5, tp = 2"

[1] "processing = Egretta alba, datasetID = 5, tp = 2"

[1] "processing = Egretta garzetta, datasetID = 5, tp = 2"

[1] "processing = Emberiza citrinella, datasetID = 5, tp = 2"

[1] "processing = Emberiza hortulana, datasetID = 5, tp = 2"

[1] "processing = Emberiza schoeniclus, datasetID = 5, tp = 2"

[1] "processing = Erithacus rubecula, datasetID = 5, tp = 2"

[1] "processing = Falco cherrug, datasetID = 5, tp = 2"

[1] "processing = Falco peregrinus, datasetID = 5, tp = 2"

[1] "processing = Falco subbuteo, datasetID = 5, tp = 2"

[1] "processing = Falco tinnunculus, datasetID = 5, tp = 2"

[1] "processing = Ficedula albicollis, datasetID = 5, tp = 2"

[1] "processing = Ficedula hypoleuca, datasetID = 5, tp = 2"

[1] "processing = Ficedula parva, datasetID = 5, tp = 2"

[1] "processing = Fringilla coelebs, datasetID = 5, tp = 2"

[1] "processing = Fulica atra, datasetID = 5, tp = 2"

[1] "processing = Galerida cristata, datasetID = 5, tp = 2"

[1] "processing = Gallinago gallinago, datasetID = 5, tp = 2"

[1] "processing = Gallinula chloropus, datasetID = 5, tp = 2"

[1] "processing = Garrulus glandarius, datasetID = 5, tp = 2"

[1] "processing = Gavia arctica, datasetID = 5, tp = 2"

[1] "processing = Glaucidium passerinum, datasetID = 5, tp = 2"

[1] "processing = Grus grus, datasetID = 5, tp = 2"

[1] "processing = Haliaeetus albicilla, datasetID = 5, tp = 2"

[1] "processing = Himantopus himantopus, datasetID = 5, tp = 2"

[1] "processing = Hippolais icterina, datasetID = 5, tp = 2"

[1] "processing = Hirundo rustica, datasetID = 5, tp = 2"

[1] "processing = Ixobrychus minutus, datasetID = 5, tp = 2"

[1] "processing = Jynx torquilla, datasetID = 5, tp = 2"

[1] "processing = Lanius collurio, datasetID = 5, tp = 2"

[1] "processing = Lanius excubitor, datasetID = 5, tp = 2"

[1] "processing = Larus cachinnans, datasetID = 5, tp = 2"

[1] "processing = Larus canus, datasetID = 5, tp = 2"

[1] "processing = Larus melanocephalus, datasetID = 5, tp = 2"

[1] "processing = Larus ridibundus, datasetID = 5, tp = 2"

[1] "processing = Limosa limosa, datasetID = 5, tp = 2"

[1] "processing = Locustella fluviatilis, datasetID = 5, tp = 2"

[1] "processing = Locustella luscinioides, datasetID = 5, tp = 2"

[1] "processing = Locustella naevia, datasetID = 5, tp = 2"

[1] "processing = Loxia curvirostra, datasetID = 5, tp = 2"

[1] "processing = Lullula arborea, datasetID = 5, tp = 2"

[1] "processing = Luscinia luscinia, datasetID = 5, tp = 2"

[1] "processing = Luscinia megarhynchos, datasetID = 5, tp = 2"

[1] "processing = Luscinia svecica cyanecula, datasetID = 5, tp = 2"

[1] "processing = Luscinia svecica svecica, datasetID = 5, tp = 2"

[1] "processing = Mergus albellus, datasetID = 5, tp = 2"

[1] "processing = Mergus merganser, datasetID = 5, tp = 2"

[1] "processing = Merops apiaster, datasetID = 5, tp = 2"

[1] "processing = Miliaria calandra, datasetID = 5, tp = 2"

[1] "processing = Milvus migrans, datasetID = 5, tp = 2"

[1] "processing = Milvus milvus, datasetID = 5, tp = 2"

[1] "processing = Motacilla alba, datasetID = 5, tp = 2"

[1] "processing = Motacilla cinerea, datasetID = 5, tp = 2"

[1] "processing = Motacilla citreola, datasetID = 5, tp = 2"

[1] "processing = Motacilla flava, datasetID = 5, tp = 2"

[1] "processing = Muscicapa striata, datasetID = 5, tp = 2"

[1] "processing = Netta rufina, datasetID = 5, tp = 2"

[1] "processing = Nucifraga caryocatactes, datasetID = 5, tp = 2"

[1] "processing = Numenius arquata, datasetID = 5, tp = 2"

[1] "processing = Nycticorax nycticorax, datasetID = 5, tp = 2"

[1] "processing = Oenanthe oenanthe, datasetID = 5, tp = 2"

[1] "processing = Oriolus oriolus, datasetID = 5, tp = 2"

[1] "processing = Otus scops, datasetID = 5, tp = 2"

[1] "processing = Pandion haliaetus, datasetID = 5, tp = 2"

[1] "processing = Panurus biarmicus, datasetID = 5, tp = 2"

[1] "processing = Parus ater, datasetID = 5, tp = 2"

[1] "processing = Parus caeruleus, datasetID = 5, tp = 2"

[1] "processing = Parus cristatus, datasetID = 5, tp = 2"

[1] "processing = Parus major, datasetID = 5, tp = 2"

[1] "processing = Parus montanus, datasetID = 5, tp = 2"

[1] "processing = Parus palustris, datasetID = 5, tp = 2"

[1] "processing = Passer domesticus, datasetID = 5, tp = 2"

[1] "processing = Passer montanus, datasetID = 5, tp = 2"

[1] "processing = Perdix perdix, datasetID = 5, tp = 2"

[1] "processing = Pernis apivorus, datasetID = 5, tp = 2"

[1] "processing = Phalacrocorax carbo, datasetID = 5, tp = 2"

[1] "processing = Phasianus colchicus, datasetID = 5, tp = 2"

[1] "processing = Phoenicurus ochruros, datasetID = 5, tp = 2"

[1] "processing = Phoenicurus phoenicurus, datasetID = 5, tp = 2"

[1] "processing = Phylloscopus collybita, datasetID = 5, tp = 2"

[1] "processing = Phylloscopus sibilatrix, datasetID = 5, tp = 2"

[1] "processing = Phylloscopus trochiloides, datasetID = 5, tp = 2"

[1] "processing = Phylloscopus trochilus, datasetID = 5, tp = 2"

[1] "processing = Pica pica, datasetID = 5, tp = 2"

[1] "processing = Picoides tridactylus, datasetID = 5, tp = 2"

[1] "processing = Picus canus, datasetID = 5, tp = 2"

[1] "processing = Picus viridis, datasetID = 5, tp = 2"

[1] "processing = Platalea leucorodia, datasetID = 5, tp = 2"

[1] "processing = Podiceps cristatus, datasetID = 5, tp = 2"

[1] "processing = Podiceps grisegena, datasetID = 5, tp = 2"

[1] "processing = Podiceps nigricollis, datasetID = 5, tp = 2"

[1] "processing = Porzana parva, datasetID = 5, tp = 2"

[1] "processing = Porzana porzana, datasetID = 5, tp = 2"

[1] "processing = Porzana pusilla, datasetID = 5, tp = 2"

[1] "processing = Prunella collaris, datasetID = 5, tp = 2"

[1] "processing = Prunella modularis, datasetID = 5, tp = 2"

[1] "processing = Pyrrhula pyrrhula, datasetID = 5, tp = 2"

[1] "processing = Rallus aquaticus, datasetID = 5, tp = 2"

[1] "processing = Recurvirostra avosetta, datasetID = 5, tp = 2"

[1] "processing = Regulus ignicapillus, datasetID = 5, tp = 2"

[1] "processing = Regulus regulus, datasetID = 5, tp = 2"

[1] "processing = Remiz pendulinus, datasetID = 5, tp = 2"

[1] "processing = Riparia riparia, datasetID = 5, tp = 2"

[1] "processing = Saxicola rubetra, datasetID = 5, tp = 2"

[1] "processing = Saxicola torquata, datasetID = 5, tp = 2"

[1] "processing = Scolopax rusticola, datasetID = 5, tp = 2"

[1] "processing = Serinus serinus, datasetID = 5, tp = 2"

[1] "processing = Sitta europaea, datasetID = 5, tp = 2"

[1] "processing = Sterna albifrons, datasetID = 5, tp = 2"

[1] "processing = Sterna hirundo, datasetID = 5, tp = 2"

[1] "processing = Streptopelia decaocto, datasetID = 5, tp = 2"

[1] "processing = Streptopelia turtur, datasetID = 5, tp = 2"

[1] "processing = Strix aluco, datasetID = 5, tp = 2"

[1] "processing = Strix uralensis, datasetID = 5, tp = 2"

[1] "processing = Sturnus vulgaris, datasetID = 5, tp = 2"

[1] "processing = Sylvia atricapilla, datasetID = 5, tp = 2"

[1] "processing = Sylvia borin, datasetID = 5, tp = 2"

[1] "processing = Sylvia communis, datasetID = 5, tp = 2"

[1] "processing = Sylvia curruca, datasetID = 5, tp = 2"

[1] "processing = Sylvia nisoria, datasetID = 5, tp = 2"

[1] "processing = Syrmaticus reevesii, datasetID = 5, tp = 2"

[1] "processing = Tachybaptus ruficollis, datasetID = 5, tp = 2"

[1] "processing = Tadorna tadorna, datasetID = 5, tp = 2"

[1] "processing = Tetrao tetrix, datasetID = 5, tp = 2"

[1] "processing = Tetrao urogallus, datasetID = 5, tp = 2"

[1] "processing = Tringa ochropus, datasetID = 5, tp = 2"

[1] "processing = Tringa totanus, datasetID = 5, tp = 2"

[1] "processing = Troglodytes troglodytes, datasetID = 5, tp = 2"

[1] "processing = Turdus iliacus, datasetID = 5, tp = 2"

[1] "processing = Turdus merula, datasetID = 5, tp = 2"

[1] "processing = Turdus philomelos, datasetID = 5, tp = 2"

[1] "processing = Turdus pilaris, datasetID = 5, tp = 2"

[1] "processing = Turdus torquatus, datasetID = 5, tp = 2"

[1] "processing = Turdus viscivorus, datasetID = 5, tp = 2"

[1] "processing = Tyto alba, datasetID = 5, tp = 2"

[1] "processing = Upupa epops, datasetID = 5, tp = 2"

[1] "processing = Vanellus vanellus, datasetID = 5, tp = 2"

[1] "processing = Accipiter cooperii, datasetID = 6, tp = 1"

[1] "processing = Accipiter gentilis, datasetID = 6, tp = 1"

[1] "processing = Accipiter striatus, datasetID = 6, tp = 1"

[1] "processing = Actitis macularius, datasetID = 6, tp = 1"

[1] "processing = Aegolius acadicus, datasetID = 6, tp = 1"

[1] "processing = Agelaius phoeniceus, datasetID = 6, tp = 1"

[1] "processing = Aix sponsa, datasetID = 6, tp = 1"

[1] "processing = Ammodramus caudacutus, datasetID = 6, tp = 1"

[1] "processing = Ammodramus henslowii, datasetID = 6, tp = 1"

[1] "processing = Ammodramus maritimus, datasetID = 6, tp = 1"

[1] "processing = Ammodramus savannarum, datasetID = 6, tp = 1"

[1] "processing = Anas acuta, datasetID = 6, tp = 1"

[1] "processing = Anas americana, datasetID = 6, tp = 1"

[1] "processing = Anas clypeata, datasetID = 6, tp = 1"

[1] "processing = Anas crecca, datasetID = 6, tp = 1"

[1] "processing = Anas discors, datasetID = 6, tp = 1"

[1] "processing = Anas platyrhynchos, datasetID = 6, tp = 1"

[1] "processing = Anas platyrhynchos x A. rubripes, datasetID = 6, tp = 1"

[1] "processing = Anas rubripes, datasetID = 6, tp = 1"

[1] "processing = Anas strepera, datasetID = 6, tp = 1"

[1] "processing = Aquila chrysaetos, datasetID = 6, tp = 1"

[1] "processing = Archilochus colubris, datasetID = 6, tp = 1"

[1] "processing = Ardea alba, datasetID = 6, tp = 1"

[1] "processing = Ardea herodias, datasetID = 6, tp = 1"

[1] "processing = Asio flammeus, datasetID = 6, tp = 1"

[1] "processing = Asio otus, datasetID = 6, tp = 1"

[1] "processing = Aythya affinis, datasetID = 6, tp = 1"

[1] "processing = Aythya americana, datasetID = 6, tp = 1"

[1] "processing = Aythya collaris, datasetID = 6, tp = 1"

[1] "processing = Aythya marila, datasetID = 6, tp = 1"

[1] "processing = Aythya valisineria, datasetID = 6, tp = 1"

[1] "processing = Baeolophus bicolor, datasetID = 6, tp = 1"

[1] "processing = Bartramia longicauda, datasetID = 6, tp = 1"

[1] "processing = Bombycilla cedrorum, datasetID = 6, tp = 1"

[1] "processing = Bonasa umbellus, datasetID = 6, tp = 1"

[1] "processing = Botaurus lentiginosus, datasetID = 6, tp = 1"

[1] "processing = Branta canadensis, datasetID = 6, tp = 1"

[1] "processing = Bubo virginianus, datasetID = 6, tp = 1"

[1] "processing = Bubulcus ibis, datasetID = 6, tp = 1"

[1] "processing = Bucephala albeola, datasetID = 6, tp = 1"

[1] "processing = Bucephala clangula, datasetID = 6, tp = 1"

[1] "processing = Buteo jamaicensis, datasetID = 6, tp = 1"

[1] "processing = Buteo lineatus, datasetID = 6, tp = 1"

[1] "processing = Buteo platypterus, datasetID = 6, tp = 1"

[1] "processing = Butorides virescens, datasetID = 6, tp = 1"

[1] "processing = Caprimulgus carolinensis, datasetID = 6, tp = 1"

[1] "processing = Caprimulgus vociferus, datasetID = 6, tp = 1"

[1] "processing = Cardinalis cardinalis, datasetID = 6, tp = 1"

[1] "processing = Carpodacus mexicanus, datasetID = 6, tp = 1"

[1] "processing = Carpodacus purpureus, datasetID = 6, tp = 1"

[1] "processing = Cathartes aura, datasetID = 6, tp = 1"

[1] "processing = Catharus bicknelli, datasetID = 6, tp = 1"

[1] "processing = Catharus fuscescens, datasetID = 6, tp = 1"

[1] "processing = Catharus guttatus, datasetID = 6, tp = 1"

[1] "processing = Catharus ustulatus, datasetID = 6, tp = 1"

[1] "processing = Certhia americana, datasetID = 6, tp = 1"

[1] "processing = Chaetura pelagica, datasetID = 6, tp = 1"

[1] "processing = Charadrius melodus, datasetID = 6, tp = 1"

[1] "processing = Charadrius vociferus, datasetID = 6, tp = 1"

[1] "processing = Chlidonias niger, datasetID = 6, tp = 1"

[1] "processing = Chordeiles minor, datasetID = 6, tp = 1"

[1] "processing = Circus cyaneus, datasetID = 6, tp = 1"

[1] "processing = Cistothorus palustris, datasetID = 6, tp = 1"

[1] "processing = Cistothorus platensis, datasetID = 6, tp = 1"

[1] "processing = Coccothraustes vespertinus, datasetID = 6, tp = 1"

[1] "processing = Coccyzus americanus, datasetID = 6, tp = 1"

[1] "processing = Coccyzus erythropthalmus, datasetID = 6, tp = 1"

[1] "processing = Colaptes auratus, datasetID = 6, tp = 1"

[1] "processing = Colinus virginianus, datasetID = 6, tp = 1"

[1] "processing = Columba livia, datasetID = 6, tp = 1"

[1] "processing = Contopus cooperi, datasetID = 6, tp = 1"

[1] "processing = Contopus virens, datasetID = 6, tp = 1"

[1] "processing = Corvus brachyrhynchos, datasetID = 6, tp = 1"

[1] "processing = Corvus corax, datasetID = 6, tp = 1"

[1] "processing = Corvus ossifragus, datasetID = 6, tp = 1"

[1] "processing = Cyanocitta cristata, datasetID = 6, tp = 1"

[1] "processing = Cygnus olor, datasetID = 6, tp = 1"

[1] "processing = Dendroica caerulescens, datasetID = 6, tp = 1"

[1] "processing = Dendroica castanea, datasetID = 6, tp = 1"

[1] "processing = Dendroica cerulea, datasetID = 6, tp = 1"

[1] "processing = Dendroica coronata, datasetID = 6, tp = 1"

[1] "processing = Dendroica discolor, datasetID = 6, tp = 1"

[1] "processing = Dendroica dominica, datasetID = 6, tp = 1"

[1] "processing = Dendroica fusca, datasetID = 6, tp = 1"

[1] "processing = Dendroica magnolia, datasetID = 6, tp = 1"

[1] "processing = Dendroica palmarum, datasetID = 6, tp = 1"

[1] "processing = Dendroica pensylvanica, datasetID = 6, tp = 1"

[1] "processing = Dendroica petechia, datasetID = 6, tp = 1"

[1] "processing = Dendroica pinus, datasetID = 6, tp = 1"

[1] "processing = Dendroica striata, datasetID = 6, tp = 1"

[1] "processing = Dendroica tigrina, datasetID = 6, tp = 1"

[1] "processing = Dendroica virens, datasetID = 6, tp = 1"

[1] "processing = Dolichonyx oryzivorus, datasetID = 6, tp = 1"

[1] "processing = Dryocopus pileatus, datasetID = 6, tp = 1"

[1] "processing = Dumetella carolinensis, datasetID = 6, tp = 1"

[1] "processing = Egretta caerulea, datasetID = 6, tp = 1"

[1] "processing = Egretta thula, datasetID = 6, tp = 1"

[1] "processing = Egretta tricolor, datasetID = 6, tp = 1"

[1] "processing = Empidonax alnorum, datasetID = 6, tp = 1"

[1] "processing = Empidonax flaviventris, datasetID = 6, tp = 1"

[1] "processing = Empidonax minimus, datasetID = 6, tp = 1"

[1] "processing = Empidonax traillii, datasetID = 6, tp = 1"

[1] "processing = Empidonax virescens, datasetID = 6, tp = 1"

[1] "processing = Eremophila alpestris, datasetID = 6, tp = 1"

[1] "processing = Euphagus carolinus, datasetID = 6, tp = 1"

[1] "processing = Euphagus cyanocephalus, datasetID = 6, tp = 1"

[1] "processing = Falcipennis canadensis, datasetID = 6, tp = 1"

[1] "processing = Falco peregrinus, datasetID = 6, tp = 1"

[1] "processing = Falco sparverius, datasetID = 6, tp = 1"

[1] "processing = Fulica americana, datasetID = 6, tp = 1"

[1] "processing = Gallinago delicata, datasetID = 6, tp = 1"

[1] "processing = Gallinula chloropus, datasetID = 6, tp = 1"

[1] "processing = Gavia immer, datasetID = 6, tp = 1"

[1] "processing = Gelochelidon nilotica, datasetID = 6, tp = 1"

[1] "processing = Geothlypis trichas, datasetID = 6, tp = 1"

[1] "processing = Haematopus palliatus, datasetID = 6, tp = 1"

[1] "processing = Haliaeetus leucocephalus, datasetID = 6, tp = 1"

[1] "processing = Helmitheros vermivorum, datasetID = 6, tp = 1"

[1] "processing = Hirundo rustica, datasetID = 6, tp = 1"

[1] "processing = Hydropogne caspia, datasetID = 6, tp = 1"

[1] "processing = Hylocichla mustelina, datasetID = 6, tp = 1"

[1] "processing = Icteria virens, datasetID = 6, tp = 1"

[1] "processing = Icterus galbula, datasetID = 6, tp = 1"

[1] "processing = Icterus spurius, datasetID = 6, tp = 1"

[1] "processing = Ixobrychus exilis, datasetID = 6, tp = 1"

[1] "processing = Junco hyemalis, datasetID = 6, tp = 1"

[1] "processing = Lanius ludovicianus, datasetID = 6, tp = 1"

[1] "processing = Larus argentatus, datasetID = 6, tp = 1"

[1] "processing = Larus delawarensis, datasetID = 6, tp = 1"

[1] "processing = Larus marinus, datasetID = 6, tp = 1"

[1] "processing = Laterallus jamaicensis, datasetID = 6, tp = 1"

[1] "processing = Leucophaeus atricilla, datasetID = 6, tp = 1"

[1] "processing = Lophodytes cucullatus, datasetID = 6, tp = 1"

[1] "processing = Loxia curvirostra, datasetID = 6, tp = 1"

[1] "processing = Loxia leucoptera, datasetID = 6, tp = 1"

[1] "processing = Megaceryle alcyon, datasetID = 6, tp = 1"

[1] "processing = Megascops asio, datasetID = 6, tp = 1"

[1] "processing = Melanerpes carolinus, datasetID = 6, tp = 1"

[1] "processing = Melanerpes erythrocephalus, datasetID = 6, tp = 1"

[1] "processing = Meleagris gallopavo, datasetID = 6, tp = 1"

[1] "processing = Melospiza georgiana, datasetID = 6, tp = 1"

[1] "processing = Melospiza lincolnii, datasetID = 6, tp = 1"

[1] "processing = Melospiza melodia, datasetID = 6, tp = 1"

[1] "processing = Mergus merganser, datasetID = 6, tp = 1"

[1] "processing = Mergus serrator, datasetID = 6, tp = 1"

[1] "processing = Mimus polyglottos, datasetID = 6, tp = 1"

[1] "processing = Mniotilta varia, datasetID = 6, tp = 1"

[1] "processing = Molothrus ater, datasetID = 6, tp = 1"

[1] "processing = Myiarchus crinitus, datasetID = 6, tp = 1"

[1] "processing = Myiopsitta monachus, datasetID = 6, tp = 1"

[1] "processing = Nandayus nenday, datasetID = 6, tp = 1"

[1] "processing = Nyctanassa violacea, datasetID = 6, tp = 1"

[1] "processing = Nycticorax nycticorax, datasetID = 6, tp = 1"

[1] "processing = Oporornis formosus, datasetID = 6, tp = 1"

[1] "processing = Oporornis philadelphia, datasetID = 6, tp = 1"

[1] "processing = Oxyura jamaicensis, datasetID = 6, tp = 1"

[1] "processing = Pandion haliaetus, datasetID = 6, tp = 1"

[1] "processing = Parula americana, datasetID = 6, tp = 1"

[1] "processing = Passer domesticus, datasetID = 6, tp = 1"

[1] "processing = Passerculus sandwichensis, datasetID = 6, tp = 1"

[1] "processing = Passerina caerulea, datasetID = 6, tp = 1"

[1] "processing = Passerina cyanea, datasetID = 6, tp = 1"

[1] "processing = Perdix perdix, datasetID = 6, tp = 1"

[1] "processing = Perisoreus canadensis, datasetID = 6, tp = 1"

[1] "processing = Petrochelidon pyrrhonota, datasetID = 6, tp = 1"

[1] "processing = Phalacrocorax auritus, datasetID = 6, tp = 1"

[1] "processing = Phasianus colchicus, datasetID = 6, tp = 1"

[1] "processing = Pheucticus ludovicianus, datasetID = 6, tp = 1"

[1] "processing = Picoides arcticus, datasetID = 6, tp = 1"

[1] "processing = Picoides dorsalis, datasetID = 6, tp = 1"

[1] "processing = Picoides pubescens, datasetID = 6, tp = 1"

[1] "processing = Picoides villosus, datasetID = 6, tp = 1"

[1] "processing = Pipilo erythrophthalmus, datasetID = 6, tp = 1"

[1] "processing = Piranga olivacea, datasetID = 6, tp = 1"

[1] "processing = Piranga rubra, datasetID = 6, tp = 1"

[1] "processing = Plegadis chihi, datasetID = 6, tp = 1"

[1] "processing = Plegadis falcinellus, datasetID = 6, tp = 1"

[1] "processing = Podilymbus podiceps, datasetID = 6, tp = 1"

[1] "processing = Poecile atricapillus, datasetID = 6, tp = 1"

[1] "processing = Poecile hudsonicus, datasetID = 6, tp = 1"

[1] "processing = Polioptila caerulea, datasetID = 6, tp = 1"

[1] "processing = Pooecetes gramineus, datasetID = 6, tp = 1"

[1] "processing = Porzana carolina, datasetID = 6, tp = 1"

[1] "processing = Progne subis, datasetID = 6, tp = 1"

[1] "processing = Protonotaria citrea, datasetID = 6, tp = 1"

[1] "processing = Quiscalus major, datasetID = 6, tp = 1"

[1] "processing = Quiscalus quiscula, datasetID = 6, tp = 1"

[1] "processing = Rallus elegans, datasetID = 6, tp = 1"

[1] "processing = Rallus limicola, datasetID = 6, tp = 1"

[1] "processing = Rallus longirostris, datasetID = 6, tp = 1"

[1] "processing = Regulus calendula, datasetID = 6, tp = 1"

[1] "processing = Regulus satrapa, datasetID = 6, tp = 1"

[1] "processing = Riparia riparia, datasetID = 6, tp = 1"

[1] "processing = Rynchops niger, datasetID = 6, tp = 1"

[1] "processing = Sayornis phoebe, datasetID = 6, tp = 1"

[1] "processing = Scolopax minor, datasetID = 6, tp = 1"

[1] "processing = Seiurus aurocapilla, datasetID = 6, tp = 1"

[1] "processing = Seiurus motacilla, datasetID = 6, tp = 1"

[1] "processing = Seiurus noveboracensis, datasetID = 6, tp = 1"

[1] "processing = Setophaga ruticilla, datasetID = 6, tp = 1"

[1] "processing = Sialia sialis, datasetID = 6, tp = 1"

[1] "processing = Sitta canadensis, datasetID = 6, tp = 1"

[1] "processing = Sitta carolinensis, datasetID = 6, tp = 1"

[1] "processing = Sphyrapicus varius, datasetID = 6, tp = 1"

[1] "processing = Spinus pinus, datasetID = 6, tp = 1"

[1] "processing = Spinus tristis, datasetID = 6, tp = 1"

[1] "processing = Spiza americana, datasetID = 6, tp = 1"

[1] "processing = Spizella pallida, datasetID = 6, tp = 1"

[1] "processing = Spizella passerina, datasetID = 6, tp = 1"

[1] "processing = Spizella pusilla, datasetID = 6, tp = 1"

[1] "processing = Stelgidopteryx serripennis, datasetID = 6, tp = 1"

[1] "processing = Sterna dougallii, datasetID = 6, tp = 1"

[1] "processing = Sterna forsteri, datasetID = 6, tp = 1"

[1] "processing = Sterna hirundo, datasetID = 6, tp = 1"

[1] "processing = Sternula antillarum, datasetID = 6, tp = 1"

[1] "processing = Strix varia, datasetID = 6, tp = 1"

[1] "processing = Sturnella magna, datasetID = 6, tp = 1"

[1] "processing = Sturnella neglecta, datasetID = 6, tp = 1"

[1] "processing = Sturnus vulgaris, datasetID = 6, tp = 1"

[1] "processing = Tachycineta bicolor, datasetID = 6, tp = 1"

[1] "processing = Thryothorus ludovicianus, datasetID = 6, tp = 1"

[1] "processing = Toxostoma rufum, datasetID = 6, tp = 1"

[1] "processing = Tringa semipalmata, datasetID = 6, tp = 1"

[1] "processing = Troglodytes aedon, datasetID = 6, tp = 1"

[1] "processing = Troglodytes troglodytes, datasetID = 6, tp = 1"

[1] "processing = Turdus migratorius, datasetID = 6, tp = 1"

[1] "processing = Tyrannus tyrannus, datasetID = 6, tp = 1"

[1] "processing = Tyto alba, datasetID = 6, tp = 1"

[1] "processing = Vermivora chrysoptera, datasetID = 6, tp = 1"

[1] "processing = Vermivora chrysoptera x V. pinus, datasetID = 6, tp = 1"

[1] "processing = Vermivora peregrina, datasetID = 6, tp = 1"

[1] "processing = Vermivora pinus, datasetID = 6, tp = 1"

[1] "processing = Vermivora ruficapilla, datasetID = 6, tp = 1"

[1] "processing = Vireo flavifrons, datasetID = 6, tp = 1"

[1] "processing = Vireo gilvus, datasetID = 6, tp = 1"

[1] "processing = Vireo griseus, datasetID = 6, tp = 1"

[1] "processing = Vireo olivaceus, datasetID = 6, tp = 1"

[1] "processing = Vireo philadelphicus, datasetID = 6, tp = 1"

[1] "processing = Vireo solitarius, datasetID = 6, tp = 1"

[1] "processing = Wilsonia canadensis, datasetID = 6, tp = 1"

[1] "processing = Wilsonia citrina, datasetID = 6, tp = 1"

[1] "processing = Wilsonia pusilla, datasetID = 6, tp = 1"

[1] "processing = Zenaida macroura, datasetID = 6, tp = 1"

[1] "processing = Zonotrichia albicollis, datasetID = 6, tp = 1"

[1] "processing = Accipiter cooperii, datasetID = 6, tp = 2"

[1] "processing = Accipiter gentilis, datasetID = 6, tp = 2"

[1] "processing = Accipiter striatus, datasetID = 6, tp = 2"

[1] "processing = Actitis macularius, datasetID = 6, tp = 2"

[1] "processing = Aegolius acadicus, datasetID = 6, tp = 2"

[1] "processing = Agelaius phoeniceus, datasetID = 6, tp = 2"

[1] "processing = Aix sponsa, datasetID = 6, tp = 2"

[1] "processing = Ammodramus caudacutus, datasetID = 6, tp = 2"

[1] "processing = Ammodramus henslowii, datasetID = 6, tp = 2"

[1] "processing = Ammodramus maritimus, datasetID = 6, tp = 2"

[1] "processing = Ammodramus nelsoni, datasetID = 6, tp = 2"

[1] "processing = Ammodramus savannarum, datasetID = 6, tp = 2"

[1] "processing = Anas acuta, datasetID = 6, tp = 2"

[1] "processing = Anas americana, datasetID = 6, tp = 2"

[1] "processing = Anas clypeata, datasetID = 6, tp = 2"

[1] "processing = Anas crecca, datasetID = 6, tp = 2"

[1] "processing = Anas discors, datasetID = 6, tp = 2"

[1] "processing = Anas platyrhynchos, datasetID = 6, tp = 2"

[1] "processing = Anas platyrhynchos x A. rubripes, datasetID = 6, tp = 2"

[1] "processing = Anas rubripes, datasetID = 6, tp = 2"

[1] "processing = Anas strepera, datasetID = 6, tp = 2"

[1] "processing = Aquila chrysaetos, datasetID = 6, tp = 2"

[1] "processing = Archilochus colubris, datasetID = 6, tp = 2"

[1] "processing = Ardea alba, datasetID = 6, tp = 2"

[1] "processing = Ardea herodias, datasetID = 6, tp = 2"

[1] "processing = Asio flammeus, datasetID = 6, tp = 2"

[1] "processing = Asio otus, datasetID = 6, tp = 2"

[1] "processing = Aythya affinis, datasetID = 6, tp = 2"

[1] "processing = Aythya americana, datasetID = 6, tp = 2"

[1] "processing = Aythya collaris, datasetID = 6, tp = 2"

[1] "processing = Aythya valisineria, datasetID = 6, tp = 2"

[1] "processing = Baeolophus bicolor, datasetID = 6, tp = 2"

[1] "processing = Bartramia longicauda, datasetID = 6, tp = 2"

[1] "processing = Bombycilla cedrorum, datasetID = 6, tp = 2"

[1] "processing = Bonasa umbellus, datasetID = 6, tp = 2"

[1] "processing = Botaurus lentiginosus, datasetID = 6, tp = 2"

[1] "processing = Branta canadensis, datasetID = 6, tp = 2"

[1] "processing = Bubo virginianus, datasetID = 6, tp = 2"

[1] "processing = Bubulcus ibis, datasetID = 6, tp = 2"

[1] "processing = Bucephala clangula, datasetID = 6, tp = 2"

[1] "processing = Buteo jamaicensis, datasetID = 6, tp = 2"

[1] "processing = Buteo lineatus, datasetID = 6, tp = 2"

[1] "processing = Buteo platypterus, datasetID = 6, tp = 2"

[1] "processing = Butorides virescens, datasetID = 6, tp = 2"

[1] "processing = Caprimulgus carolinensis, datasetID = 6, tp = 2"

[1] "processing = Caprimulgus vociferus, datasetID = 6, tp = 2"

[1] "processing = Cardinalis cardinalis, datasetID = 6, tp = 2"

[1] "processing = Carpodacus mexicanus, datasetID = 6, tp = 2"

[1] "processing = Carpodacus purpureus, datasetID = 6, tp = 2"

[1] "processing = Cathartes aura, datasetID = 6, tp = 2"

[1] "processing = Catharus bicknelli, datasetID = 6, tp = 2"

[1] "processing = Catharus fuscescens, datasetID = 6, tp = 2"

[1] "processing = Catharus guttatus, datasetID = 6, tp = 2"

[1] "processing = Catharus ustulatus, datasetID = 6, tp = 2"

[1] "processing = Certhia americana, datasetID = 6, tp = 2"

[1] "processing = Chaetura pelagica, datasetID = 6, tp = 2"

[1] "processing = Charadrius melodus, datasetID = 6, tp = 2"

[1] "processing = Charadrius vociferus, datasetID = 6, tp = 2"

[1] "processing = Chlidonias leucopterus, datasetID = 6, tp = 2"

[1] "processing = Chlidonias niger, datasetID = 6, tp = 2"

[1] "processing = Chordeiles minor, datasetID = 6, tp = 2"

[1] "processing = Circus cyaneus, datasetID = 6, tp = 2"

[1] "processing = Cistothorus palustris, datasetID = 6, tp = 2"

[1] "processing = Cistothorus platensis, datasetID = 6, tp = 2"

[1] "processing = Coccothraustes vespertinus, datasetID = 6, tp = 2"

[1] "processing = Coccyzus americanus, datasetID = 6, tp = 2"

[1] "processing = Coccyzus erythropthalmus, datasetID = 6, tp = 2"

[1] "processing = Colaptes auratus, datasetID = 6, tp = 2"

[1] "processing = Colinus virginianus, datasetID = 6, tp = 2"

[1] "processing = Columba livia, datasetID = 6, tp = 2"

[1] "processing = Contopus cooperi, datasetID = 6, tp = 2"

[1] "processing = Contopus virens, datasetID = 6, tp = 2"

[1] "processing = Coragyps atratus, datasetID = 6, tp = 2"

[1] "processing = Corvus brachyrhynchos, datasetID = 6, tp = 2"

[1] "processing = Corvus corax, datasetID = 6, tp = 2"

[1] "processing = Corvus ossifragus, datasetID = 6, tp = 2"

[1] "processing = Cyanocitta cristata, datasetID = 6, tp = 2"

[1] "processing = Cygnus buccinator, datasetID = 6, tp = 2"

[1] "processing = Cygnus olor, datasetID = 6, tp = 2"

[1] "processing = Dendroica caerulescens, datasetID = 6, tp = 2"

[1] "processing = Dendroica castanea, datasetID = 6, tp = 2"

[1] "processing = Dendroica cerulea, datasetID = 6, tp = 2"

[1] "processing = Dendroica coronata, datasetID = 6, tp = 2"

[1] "processing = Dendroica discolor, datasetID = 6, tp = 2"

[1] "processing = Dendroica dominica, datasetID = 6, tp = 2"

[1] "processing = Dendroica fusca, datasetID = 6, tp = 2"

[1] "processing = Dendroica magnolia, datasetID = 6, tp = 2"

[1] "processing = Dendroica palmarum, datasetID = 6, tp = 2"

[1] "processing = Dendroica pensylvanica, datasetID = 6, tp = 2"

[1] "processing = Dendroica petechia, datasetID = 6, tp = 2"

[1] "processing = Dendroica pinus, datasetID = 6, tp = 2"

[1] "processing = Dendroica striata, datasetID = 6, tp = 2"

[1] "processing = Dendroica tigrina, datasetID = 6, tp = 2"

[1] "processing = Dendroica virens, datasetID = 6, tp = 2"

[1] "processing = Dolichonyx oryzivorus, datasetID = 6, tp = 2"

[1] "processing = Dryocopus pileatus, datasetID = 6, tp = 2"

[1] "processing = Dumetella carolinensis, datasetID = 6, tp = 2"

[1] "processing = Egretta caerulea, datasetID = 6, tp = 2"

[1] "processing = Egretta thula, datasetID = 6, tp = 2"

[1] "processing = Egretta tricolor, datasetID = 6, tp = 2"

[1] "processing = Empidonax alnorum, datasetID = 6, tp = 2"

[1] "processing = Empidonax flaviventris, datasetID = 6, tp = 2"

[1] "processing = Empidonax minimus, datasetID = 6, tp = 2"

[1] "processing = Empidonax traillii, datasetID = 6, tp = 2"

[1] "processing = Empidonax virescens, datasetID = 6, tp = 2"

[1] "processing = Eremophila alpestris, datasetID = 6, tp = 2"

[1] "processing = Euphagus carolinus, datasetID = 6, tp = 2"

[1] "processing = Falcipennis canadensis, datasetID = 6, tp = 2"

[1] "processing = Falco columbarius, datasetID = 6, tp = 2"

[1] "processing = Falco peregrinus, datasetID = 6, tp = 2"

[1] "processing = Falco sparverius, datasetID = 6, tp = 2"

[1] "processing = Fulica americana, datasetID = 6, tp = 2"

[1] "processing = Gallinago delicata, datasetID = 6, tp = 2"

[1] "processing = Gallinula chloropus, datasetID = 6, tp = 2"

[1] "processing = Gavia immer, datasetID = 6, tp = 2"

[1] "processing = Gelochelidon nilotica, datasetID = 6, tp = 2"

[1] "processing = Geothlypis trichas, datasetID = 6, tp = 2"

[1] "processing = Grus canadensis, datasetID = 6, tp = 2"

[1] "processing = Haematopus palliatus, datasetID = 6, tp = 2"

[1] "processing = Haliaeetus leucocephalus, datasetID = 6, tp = 2"

[1] "processing = Helmitheros vermivorum, datasetID = 6, tp = 2"

[1] "processing = Hirundo rustica, datasetID = 6, tp = 2"

[1] "processing = Hydropogne caspia, datasetID = 6, tp = 2"

[1] "processing = Hylocichla mustelina, datasetID = 6, tp = 2"

[1] "processing = Icteria virens, datasetID = 6, tp = 2"

[1] "processing = Icterus galbula, datasetID = 6, tp = 2"

[1] "processing = Icterus spurius, datasetID = 6, tp = 2"

[1] "processing = Ixobrychus exilis, datasetID = 6, tp = 2"

[1] "processing = Junco hyemalis, datasetID = 6, tp = 2"

[1] "processing = Lanius ludovicianus, datasetID = 6, tp = 2"

[1] "processing = Larus argentatus, datasetID = 6, tp = 2"

[1] "processing = Larus delawarensis, datasetID = 6, tp = 2"

[1] "processing = Larus marinus, datasetID = 6, tp = 2"

[1] "processing = Laterallus jamaicensis, datasetID = 6, tp = 2"

[1] "processing = Leucophaeus atricilla, datasetID = 6, tp = 2"

[1] "processing = Lophodytes cucullatus, datasetID = 6, tp = 2"

[1] "processing = Loxia curvirostra, datasetID = 6, tp = 2"

[1] "processing = Loxia leucoptera, datasetID = 6, tp = 2"

[1] "processing = Megaceryle alcyon, datasetID = 6, tp = 2"

[1] "processing = Megascops asio, datasetID = 6, tp = 2"

[1] "processing = Melanerpes carolinus, datasetID = 6, tp = 2"

[1] "processing = Melanerpes erythrocephalus, datasetID = 6, tp = 2"

[1] "processing = Meleagris gallopavo, datasetID = 6, tp = 2"

[1] "processing = Melospiza georgiana, datasetID = 6, tp = 2"

[1] "processing = Melospiza lincolnii, datasetID = 6, tp = 2"

[1] "processing = Melospiza melodia, datasetID = 6, tp = 2"

[1] "processing = Mergus merganser, datasetID = 6, tp = 2"

[1] "processing = Mergus serrator, datasetID = 6, tp = 2"

[1] "processing = Mimus polyglottos, datasetID = 6, tp = 2"

[1] "processing = Mniotilta varia, datasetID = 6, tp = 2"

[1] "processing = Molothrus ater, datasetID = 6, tp = 2"

[1] "processing = Myiarchus crinitus, datasetID = 6, tp = 2"

[1] "processing = Myiopsitta monachus, datasetID = 6, tp = 2"

[1] "processing = Nyctanassa violacea, datasetID = 6, tp = 2"

[1] "processing = Nycticorax nycticorax, datasetID = 6, tp = 2"

[1] "processing = Oporornis formosus, datasetID = 6, tp = 2"

[1] "processing = Oporornis philadelphia, datasetID = 6, tp = 2"

[1] "processing = Oxyura jamaicensis, datasetID = 6, tp = 2"

[1] "processing = Pandion haliaetus, datasetID = 6, tp = 2"

[1] "processing = Parula americana, datasetID = 6, tp = 2"

[1] "processing = Passer domesticus, datasetID = 6, tp = 2"

[1] "processing = Passerculus sandwichensis, datasetID = 6, tp = 2"

[1] "processing = Passerina caerulea, datasetID = 6, tp = 2"

[1] "processing = Passerina cyanea, datasetID = 6, tp = 2"

[1] "processing = Pelecanus erythrorhynchos, datasetID = 6, tp = 2"

[1] "processing = Perdix perdix, datasetID = 6, tp = 2"

[1] "processing = Perisoreus canadensis, datasetID = 6, tp = 2"

[1] "processing = Petrochelidon pyrrhonota, datasetID = 6, tp = 2"

[1] "processing = Phalacrocorax auritus, datasetID = 6, tp = 2"

[1] "processing = Phalaropus tricolor, datasetID = 6, tp = 2"

[1] "processing = Phasianus colchicus, datasetID = 6, tp = 2"

[1] "processing = Pheucticus ludovicianus, datasetID = 6, tp = 2"

[1] "processing = Picoides arcticus, datasetID = 6, tp = 2"

[1] "processing = Picoides dorsalis, datasetID = 6, tp = 2"

[1] "processing = Picoides pubescens, datasetID = 6, tp = 2"

[1] "processing = Picoides villosus, datasetID = 6, tp = 2"

[1] "processing = Pipilo erythrophthalmus, datasetID = 6, tp = 2"

[1] "processing = Piranga olivacea, datasetID = 6, tp = 2"

[1] "processing = Piranga rubra, datasetID = 6, tp = 2"

[1] "processing = Plegadis falcinellus, datasetID = 6, tp = 2"

[1] "processing = Podilymbus podiceps, datasetID = 6, tp = 2"

[1] "processing = Poecile atricapillus, datasetID = 6, tp = 2"

[1] "processing = Poecile hudsonicus, datasetID = 6, tp = 2"

[1] "processing = Polioptila caerulea, datasetID = 6, tp = 2"

[1] "processing = Pooecetes gramineus, datasetID = 6, tp = 2"

[1] "processing = Porzana carolina, datasetID = 6, tp = 2"

[1] "processing = Progne subis, datasetID = 6, tp = 2"

[1] "processing = Protonotaria citrea, datasetID = 6, tp = 2"

[1] "processing = Quiscalus major, datasetID = 6, tp = 2"

[1] "processing = Quiscalus quiscula, datasetID = 6, tp = 2"

[1] "processing = Rallus elegans, datasetID = 6, tp = 2"

[1] "processing = Rallus limicola, datasetID = 6, tp = 2"

[1] "processing = Rallus longirostris, datasetID = 6, tp = 2"

[1] "processing = Regulus calendula, datasetID = 6, tp = 2"

[1] "processing = Regulus satrapa, datasetID = 6, tp = 2"

[1] "processing = Riparia riparia, datasetID = 6, tp = 2"

[1] "processing = Rynchops niger, datasetID = 6, tp = 2"

[1] "processing = Sayornis phoebe, datasetID = 6, tp = 2"

[1] "processing = Scolopax minor, datasetID = 6, tp = 2"

[1] "processing = Seiurus aurocapilla, datasetID = 6, tp = 2"

[1] "processing = Seiurus motacilla, datasetID = 6, tp = 2"

[1] "processing = Seiurus noveboracensis, datasetID = 6, tp = 2"

[1] "processing = Setophaga ruticilla, datasetID = 6, tp = 2"

[1] "processing = Sialia sialis, datasetID = 6, tp = 2"

[1] "processing = Sitta canadensis, datasetID = 6, tp = 2"

[1] "processing = Sitta carolinensis, datasetID = 6, tp = 2"

[1] "processing = Somateria mollissima, datasetID = 6, tp = 2"

[1] "processing = Sphyrapicus varius, datasetID = 6, tp = 2"

[1] "processing = Spinus pinus, datasetID = 6, tp = 2"

[1] "processing = Spinus tristis, datasetID = 6, tp = 2"

[1] "processing = Spiza americana, datasetID = 6, tp = 2"

[1] "processing = Spizella pallida, datasetID = 6, tp = 2"

[1] "processing = Spizella passerina, datasetID = 6, tp = 2"

[1] "processing = Spizella pusilla, datasetID = 6, tp = 2"

[1] "processing = Stelgidopteryx serripennis, datasetID = 6, tp = 2"

[1] "processing = Sterna dougallii, datasetID = 6, tp = 2"

[1] "processing = Sterna forsteri, datasetID = 6, tp = 2"

[1] "processing = Sterna hirundo, datasetID = 6, tp = 2"

[1] "processing = Sternula antillarum, datasetID = 6, tp = 2"

[1] "processing = Streptopelia decaocto, datasetID = 6, tp = 2"

[1] "processing = Strix varia, datasetID = 6, tp = 2"

[1] "processing = Sturnella magna, datasetID = 6, tp = 2"

[1] "processing = Sturnella neglecta, datasetID = 6, tp = 2"

[1] "processing = Sturnus vulgaris, datasetID = 6, tp = 2"

[1] "processing = Tachycineta bicolor, datasetID = 6, tp = 2"

[1] "processing = Thryothorus ludovicianus, datasetID = 6, tp = 2"

[1] "processing = Toxostoma rufum, datasetID = 6, tp = 2"

[1] "processing = Tringa semipalmata, datasetID = 6, tp = 2"

[1] "processing = Troglodytes aedon, datasetID = 6, tp = 2"

[1] "processing = Troglodytes troglodytes, datasetID = 6, tp = 2"

[1] "processing = Turdus migratorius, datasetID = 6, tp = 2"

[1] "processing = Tyrannus tyrannus, datasetID = 6, tp = 2"

[1] "processing = Tyrannus verticalis, datasetID = 6, tp = 2"

[1] "processing = Tyto alba, datasetID = 6, tp = 2"

[1] "processing = Vermivora chrysoptera, datasetID = 6, tp = 2"

[1] "processing = Vermivora chrysoptera x V. pinus, datasetID = 6, tp = 2"

[1] "processing = Vermivora peregrina, datasetID = 6, tp = 2"

[1] "processing = Vermivora pinus, datasetID = 6, tp = 2"

[1] "processing = Vermivora pinus x V. chrysoptera, datasetID = 6, tp = 2"

[1] "processing = Vermivora ruficapilla, datasetID = 6, tp = 2"

[1] "processing = Vireo flavifrons, datasetID = 6, tp = 2"

[1] "processing = Vireo gilvus, datasetID = 6, tp = 2"

[1] "processing = Vireo griseus, datasetID = 6, tp = 2"

[1] "processing = Vireo olivaceus, datasetID = 6, tp = 2"

[1] "processing = Vireo philadelphicus, datasetID = 6, tp = 2"

[1] "processing = Vireo solitarius, datasetID = 6, tp = 2"

[1] "processing = Wilsonia canadensis, datasetID = 6, tp = 2"

[1] "processing = Wilsonia citrina, datasetID = 6, tp = 2"

[1] "processing = Wilsonia pusilla, datasetID = 6, tp = 2"

[1] "processing = Zenaida macroura, datasetID = 6, tp = 2"

[1] "processing = Zonotrichia albicollis, datasetID = 6, tp = 2"

[1] "processing = Accipiter gentilis, datasetID = 13, tp = 1"

[1] "processing = Accipiter gularis, datasetID = 13, tp = 1"

[1] "processing = Accipiter nisus, datasetID = 13, tp = 1"

[1] "processing = Acrocephalus bistrigiceps, datasetID = 13, tp = 1"

[1] "processing = Acrocephalus orientalis, datasetID = 13, tp = 1"

[1] "processing = Actitis hypoleucos, datasetID = 13, tp = 1"

[1] "processing = Aegithalos caudatus, datasetID = 13, tp = 1"

[1] "processing = Agropsar philippensis, datasetID = 13, tp = 1"

[1] "processing = Aix galericulata, datasetID = 13, tp = 1"

[1] "processing = Alauda arvensis, datasetID = 13, tp = 1"

[1] "processing = Alcedo atthis, datasetID = 13, tp = 1"

[1] "processing = Amandava amandava, datasetID = 13, tp = 1"

[1] "processing = Amaurornis phoenicurus, datasetID = 13, tp = 1"

[1] "processing = Anas clypeata, datasetID = 13, tp = 1"

[1] "processing = Anas crecca, datasetID = 13, tp = 1"

[1] "processing = Anas falcata, datasetID = 13, tp = 1"

[1] "processing = Anas platyrhynchos, datasetID = 13, tp = 1"

[1] "processing = Anas querquedula, datasetID = 13, tp = 1"

[1] "processing = Anas strepera, datasetID = 13, tp = 1"

[1] "processing = Anas zonorhyncha, datasetID = 13, tp = 1"

[1] "processing = Anthus hodgsoni, datasetID = 13, tp = 1"

[1] "processing = Apus nipalensis, datasetID = 13, tp = 1"

[1] "processing = Apus pacificus, datasetID = 13, tp = 1"

[1] "processing = Ardea alba, datasetID = 13, tp = 1"

[1] "processing = Ardea cinerea, datasetID = 13, tp = 1"

[1] "processing = Ardea purpurea, datasetID = 13, tp = 1"

[1] "processing = Asio otus, datasetID = 13, tp = 1"

[1] "processing = Aythya ferina, datasetID = 13, tp = 1"

[1] "processing = Aythya fuligula, datasetID = 13, tp = 1"

[1] "processing = Bambusicola thoracicus, datasetID = 13, tp = 1"

[1] "processing = Botaurus stellaris, datasetID = 13, tp = 1"

[1] "processing = Bubulcus ibis, datasetID = 13, tp = 1"

[1] "processing = Butastur indicus, datasetID = 13, tp = 1"

[1] "processing = Buteo buteo, datasetID = 13, tp = 1"

[1] "processing = Butorides striata, datasetID = 13, tp = 1"

[1] "processing = Calonectris leucomelas, datasetID = 13, tp = 1"

[1] "processing = Caprimulgus indicus, datasetID = 13, tp = 1"

[1] "processing = Carduelis spinus, datasetID = 13, tp = 1"

[1] "processing = Cepphus carbo, datasetID = 13, tp = 1"

[1] "processing = Certhia familiaris, datasetID = 13, tp = 1"

[1] "processing = Cettia diphone, datasetID = 13, tp = 1"

[1] "processing = Chalcophaps indica, datasetID = 13, tp = 1"

[1] "processing = Charadrius alexandrinus, datasetID = 13, tp = 1"

[1] "processing = Charadrius dubius, datasetID = 13, tp = 1"

[1] "processing = Charadrius placidus, datasetID = 13, tp = 1"

[1] "processing = Chloris sinica, datasetID = 13, tp = 1"

[1] "processing = Cinclus pallasii, datasetID = 13, tp = 1"

[1] "processing = Circus spilonotus, datasetID = 13, tp = 1"

[1] "processing = Cisticola juncidis, datasetID = 13, tp = 1"

[1] "processing = Coccothraustes coccothraustes, datasetID = 13, tp = 1"

[1] "processing = Columba janthina, datasetID = 13, tp = 1"

[1] "processing = Columba livia, datasetID = 13, tp = 1"

[1] "processing = Corvus corone, datasetID = 13, tp = 1"

[1] "processing = Corvus macrorhynchos, datasetID = 13, tp = 1"

[1] "processing = Coturnix japonica, datasetID = 13, tp = 1"

[1] "processing = Cuculus canorus, datasetID = 13, tp = 1"

[1] "processing = Cuculus optatus, datasetID = 13, tp = 1"

[1] "processing = Cuculus poliocephalus, datasetID = 13, tp = 1"

[1] "processing = Cyanopica cyanus, datasetID = 13, tp = 1"

[1] "processing = Cyanoptila cyanomelana, datasetID = 13, tp = 1"

[1] "processing = Delichon dasypus, datasetID = 13, tp = 1"

[1] "processing = Dendrocopos kizuki, datasetID = 13, tp = 1"

[1] "processing = Dendrocopos leucotos, datasetID = 13, tp = 1"

[1] "processing = Dendrocopos major, datasetID = 13, tp = 1"

[1] "processing = Dendrocopos minor, datasetID = 13, tp = 1"

[1] "processing = Dendronanthus indicus, datasetID = 13, tp = 1"

[1] "processing = Dryocopus martius, datasetID = 13, tp = 1"

[1] "processing = Egretta garzetta, datasetID = 13, tp = 1"

[1] "processing = Egretta intermedia, datasetID = 13, tp = 1"

[1] "processing = Egretta sacra, datasetID = 13, tp = 1"

[1] "processing = Emberiza aureola, datasetID = 13, tp = 1"

[1] "processing = Emberiza cioides, datasetID = 13, tp = 1"

[1] "processing = Emberiza elegans, datasetID = 13, tp = 1"

[1] "processing = Emberiza fucata, datasetID = 13, tp = 1"

[1] "processing = Emberiza schoeniclus, datasetID = 13, tp = 1"

[1] "processing = Emberiza spodocephala, datasetID = 13, tp = 1"

[1] "processing = Emberiza sulphurata, datasetID = 13, tp = 1"

[1] "processing = Emberiza variabilis, datasetID = 13, tp = 1"

[1] "processing = Emberiza yessoensis, datasetID = 13, tp = 1"

[1] "processing = Eophona personata, datasetID = 13, tp = 1"

[1] "processing = Euplectes orix, datasetID = 13, tp = 1"

[1] "processing = Eurystomus orientalis, datasetID = 13, tp = 1"

[1] "processing = Falco peregrinus, datasetID = 13, tp = 1"

[1] "processing = Falco subbuteo, datasetID = 13, tp = 1"

[1] "processing = Falco tinnunculus, datasetID = 13, tp = 1"

[1] "processing = Ficedula narcissina, datasetID = 13, tp = 1"

[1] "processing = Fratercula cirrhata, datasetID = 13, tp = 1"

[1] "processing = Fulica atra, datasetID = 13, tp = 1"

[1] "processing = Gallinago hardwickii, datasetID = 13, tp = 1"

[1] "processing = Gallinula chloropus, datasetID = 13, tp = 1"

[1] "processing = Garrulus glandarius, datasetID = 13, tp = 1"

[1] "processing = Garrulus lidthi, datasetID = 13, tp = 1"

[1] "processing = Glareola maldivarum, datasetID = 13, tp = 1"

[1] "processing = Gorsachius goisagi, datasetID = 13, tp = 1"

[1] "processing = Grus japonensis, datasetID = 13, tp = 1"

[1] "processing = Halcyon coromanda, datasetID = 13, tp = 1"

[1] "processing = Haliaeetus albicilla, datasetID = 13, tp = 1"

[1] "processing = Hierococcyx hyperythrus, datasetID = 13, tp = 1"

[1] "processing = Himantopus himantopus, datasetID = 13, tp = 1"

[1] "processing = Hirundapus caudacutus, datasetID = 13, tp = 1"

[1] "processing = Hirundo daurica, datasetID = 13, tp = 1"

[1] "processing = Hirundo rustica, datasetID = 13, tp = 1"

[1] "processing = Hirundo tahitica, datasetID = 13, tp = 1"

[1] "processing = Histrionicus histrionicus, datasetID = 13, tp = 1"

[1] "processing = Hypsipetes amaurotis, datasetID = 13, tp = 1"

[1] "processing = Ixobrychus cinnamomeus, datasetID = 13, tp = 1"

[1] "processing = Ixobrychus eurhythmus, datasetID = 13, tp = 1"

[1] "processing = Ixobrychus sinensis, datasetID = 13, tp = 1"

[1] "processing = Jynx torquilla, datasetID = 13, tp = 1"

[1] "processing = Lagopus muta, datasetID = 13, tp = 1"

[1] "processing = Lanius bucephalus, datasetID = 13, tp = 1"

[1] "processing = Lanius cristatus, datasetID = 13, tp = 1"

[1] "processing = Lanius tigrinus, datasetID = 13, tp = 1"

[1] "processing = Larus crassirostris, datasetID = 13, tp = 1"

[1] "processing = Larus schistisagus, datasetID = 13, tp = 1"

[1] "processing = Locustella fasciolata, datasetID = 13, tp = 1"

[1] "processing = Locustella lanceolata, datasetID = 13, tp = 1"

[1] "processing = Locustella ochotensis, datasetID = 13, tp = 1"

[1] "processing = Locustella pleskei, datasetID = 13, tp = 1"

[1] "processing = Locustella pryeri, datasetID = 13, tp = 1"

[1] "processing = Lonchura maja, datasetID = 13, tp = 1"

[1] "processing = Lonchura malacca, datasetID = 13, tp = 1"

[1] "processing = Lonchura oryzivora, datasetID = 13, tp = 1"

[1] "processing = Loxia curvirostra, datasetID = 13, tp = 1"

[1] "processing = Luscinia akahige, datasetID = 13, tp = 1"

[1] "processing = Luscinia calliope, datasetID = 13, tp = 1"

[1] "processing = Luscinia cyane, datasetID = 13, tp = 1"

[1] "processing = Luscinia komadori, datasetID = 13, tp = 1"

[1] "processing = Megaceryle lugubris, datasetID = 13, tp = 1"

[1] "processing = Melopsittacus undulatus, datasetID = 13, tp = 1"

[1] "processing = Mergellus albellus, datasetID = 13, tp = 1"

[1] "processing = Mergus merganser, datasetID = 13, tp = 1"

[1] "processing = Milvus migrans, datasetID = 13, tp = 1"

[1] "processing = Monticola solitarius, datasetID = 13, tp = 1"

[1] "processing = Motacilla alba, datasetID = 13, tp = 1"

[1] "processing = Motacilla cinerea, datasetID = 13, tp = 1"

[1] "processing = Motacilla flava, datasetID = 13, tp = 1"

[1] "processing = Motacilla grandis, datasetID = 13, tp = 1"

[1] "processing = Muscicapa dauurica, datasetID = 13, tp = 1"

[1] "processing = Muscicapa sibirica, datasetID = 13, tp = 1"

[1] "processing = Myiopsitta monachus, datasetID = 13, tp = 1"

[1] "processing = Ninox scutulata, datasetID = 13, tp = 1"

[1] "processing = Nisaetus nipalensis, datasetID = 13, tp = 1"

[1] "processing = Nucifraga caryocatactes, datasetID = 13, tp = 1"

[1] "processing = Nycticorax nycticorax, datasetID = 13, tp = 1"

[1] "processing = Oceanodroma castro, datasetID = 13, tp = 1"

[1] "processing = Oceanodroma leucorhoa, datasetID = 13, tp = 1"

[1] "processing = Oceanodroma monorhis, datasetID = 13, tp = 1"

[1] "processing = Otus lempiji, datasetID = 13, tp = 1"

[1] "processing = Otus sunia, datasetID = 13, tp = 1"

[1] "processing = Pandion haliaetus, datasetID = 13, tp = 1"

[1] "processing = Paroaria coronata, datasetID = 13, tp = 1"

[1] "processing = Parus minor, datasetID = 13, tp = 1"

[1] "processing = Passer montanus, datasetID = 13, tp = 1"

[1] "processing = Passer rutilans, datasetID = 13, tp = 1"

[1] "processing = Pericrocotus divaricatus, datasetID = 13, tp = 1"

[1] "processing = Periparus ater, datasetID = 13, tp = 1"

[1] "processing = Pernis ptilorhynchus, datasetID = 13, tp = 1"

[1] "processing = Phalacrocorax capillatus, datasetID = 13, tp = 1"

[1] "processing = Phalacrocorax carbo, datasetID = 13, tp = 1"

[1] "processing = Phalacrocorax pelagicus, datasetID = 13, tp = 1"

[1] "processing = Phalacrocorax urile, datasetID = 13, tp = 1"

[1] "processing = Phasianus colchicus, datasetID = 13, tp = 1"

[1] "processing = Phylloscopus borealoides, datasetID = 13, tp = 1"

[1] "processing = Phylloscopus coronatus, datasetID = 13, tp = 1"

[1] "processing = Phylloscopus xanthodryas, datasetID = 13, tp = 1"

[1] "processing = Pica pica, datasetID = 13, tp = 1"

[1] "processing = Picus awokera, datasetID = 13, tp = 1"

[1] "processing = Picus canus, datasetID = 13, tp = 1"

[1] "processing = Pinicola enucleator, datasetID = 13, tp = 1"

[1] "processing = Pitta nympha, datasetID = 13, tp = 1"

[1] "processing = Podiceps cristatus, datasetID = 13, tp = 1"

[1] "processing = Podiceps grisegena, datasetID = 13, tp = 1"

[1] "processing = Poecile montanus, datasetID = 13, tp = 1"

[1] "processing = Poecile palustris, datasetID = 13, tp = 1"

[1] "processing = Poecile varius, datasetID = 13, tp = 1"

[1] "processing = Porzana fusca, datasetID = 13, tp = 1"

[1] "processing = Porzana pusilla, datasetID = 13, tp = 1"

[1] "processing = Prunella collaris, datasetID = 13, tp = 1"

[1] "processing = Prunella rubida, datasetID = 13, tp = 1"

[1] "processing = Psittacula krameri, datasetID = 13, tp = 1"

[1] "processing = Pycnonotus sinensis, datasetID = 13, tp = 1"

[1] "processing = Pyrrhula pyrrhula, datasetID = 13, tp = 1"

[1] "processing = Rallus aquaticus, datasetID = 13, tp = 1"

[1] "processing = Regulus regulus, datasetID = 13, tp = 1"

[1] "processing = Riparia riparia, datasetID = 13, tp = 1"

[1] "processing = Rostratula benghalensis, datasetID = 13, tp = 1"

[1] "processing = Sapheopipo noguchii, datasetID = 13, tp = 1"

[1] "processing = Saxicola torquatus, datasetID = 13, tp = 1"

[1] "processing = Scolopax mira, datasetID = 13, tp = 1"

[1] "processing = Scolopax rusticola, datasetID = 13, tp = 1"

[1] "processing = Sitta europaea, datasetID = 13, tp = 1"

[1] "processing = Spilornis cheela, datasetID = 13, tp = 1"

[1] "processing = Spodiopsar cineraceus, datasetID = 13, tp = 1"

[1] "processing = Sterna albifrons, datasetID = 13, tp = 1"

[1] "processing = Sterna bergii, datasetID = 13, tp = 1"

[1] "processing = Sterna dougallii, datasetID = 13, tp = 1"

[1] "processing = Sterna fuscata, datasetID = 13, tp = 1"

[1] "processing = Sterna sumatrana, datasetID = 13, tp = 1"

[1] "processing = Streptopelia decaocto, datasetID = 13, tp = 1"

[1] "processing = Streptopelia orientalis, datasetID = 13, tp = 1"

[1] "processing = Strix uralensis, datasetID = 13, tp = 1"

[1] "processing = Sula leucogaster, datasetID = 13, tp = 1"

[1] "processing = Synthliboramphus antiquus, datasetID = 13, tp = 1"

[1] "processing = Synthliboramphus wumizusume, datasetID = 13, tp = 1"

[1] "processing = Syrmaticus soemmerringii, datasetID = 13, tp = 1"

[1] "processing = Tachybaptus ruficollis, datasetID = 13, tp = 1"

[1] "processing = Tarsiger cyanurus, datasetID = 13, tp = 1"

[1] "processing = Terpsiphone atrocaudata, datasetID = 13, tp = 1"

[1] "processing = Tetrastes bonasia, datasetID = 13, tp = 1"

[1] "processing = Treron formosae, datasetID = 13, tp = 1"

[1] "processing = Treron sieboldii, datasetID = 13, tp = 1"

[1] "processing = Tringa totanus, datasetID = 13, tp = 1"

[1] "processing = Troglodytes troglodytes, datasetID = 13, tp = 1"

[1] "processing = Turdus cardis, datasetID = 13, tp = 1"

[1] "processing = Turdus chrysolaus, datasetID = 13, tp = 1"

[1] "processing = Turnix suscitator, datasetID = 13, tp = 1"

[1] "processing = Uragus sibiricus, datasetID = 13, tp = 1"

[1] "processing = Uria aalge, datasetID = 13, tp = 1"

[1] "processing = Urocissa caerulea, datasetID = 13, tp = 1"

[1] "processing = Urosphena squameiceps, datasetID = 13, tp = 1"

[1] "processing = Vanellus cinereus, datasetID = 13, tp = 1"

[1] "processing = Vanellus vanellus, datasetID = 13, tp = 1"

[1] "processing = Zoothera dauma, datasetID = 13, tp = 1"

[1] "processing = Zoothera sibirica, datasetID = 13, tp = 1"

[1] "processing = Zosterops japonicus, datasetID = 13, tp = 1"

[1] "processing = Accipiter gentilis, datasetID = 13, tp = 2"

[1] "processing = Accipiter gularis, datasetID = 13, tp = 2"

[1] "processing = Accipiter nisus, datasetID = 13, tp = 2"

[1] "processing = Acridotheres cristatellus, datasetID = 13, tp = 2"

[1] "processing = Acrocephalus bistrigiceps, datasetID = 13, tp = 2"

[1] "processing = Acrocephalus orientalis, datasetID = 13, tp = 2"

[1] "processing = Actitis hypoleucos, datasetID = 13, tp = 2"

[1] "processing = Aegithalos caudatus, datasetID = 13, tp = 2"

[1] "processing = Agropsar philippensis, datasetID = 13, tp = 2"

[1] "processing = Aix galericulata, datasetID = 13, tp = 2"

[1] "processing = Alauda arvensis, datasetID = 13, tp = 2"

[1] "processing = Alcedo atthis, datasetID = 13, tp = 2"

[1] "processing = Amandava amandava, datasetID = 13, tp = 2"

[1] "processing = Amaurornis phoenicurus, datasetID = 13, tp = 2"

[1] "processing = Anas clypeata, datasetID = 13, tp = 2"

[1] "processing = Anas crecca, datasetID = 13, tp = 2"

[1] "processing = Anas falcata, datasetID = 13, tp = 2"

[1] "processing = Anas platyrhynchos, datasetID = 13, tp = 2"

[1] "processing = Anas querquedula, datasetID = 13, tp = 2"

[1] "processing = Anas strepera, datasetID = 13, tp = 2"

[1] "processing = Anas zonorhyncha, datasetID = 13, tp = 2"

[1] "processing = Anous stolidus, datasetID = 13, tp = 2"

[1] "processing = Anthus hodgsoni, datasetID = 13, tp = 2"

[1] "processing = Apus nipalensis, datasetID = 13, tp = 2"

[1] "processing = Apus pacificus, datasetID = 13, tp = 2"

[1] "processing = Ardea alba, datasetID = 13, tp = 2"

[1] "processing = Ardea cinerea, datasetID = 13, tp = 2"

[1] "processing = Ardea purpurea, datasetID = 13, tp = 2"

[1] "processing = Ardeola bacchus, datasetID = 13, tp = 2"

[1] "processing = Asio otus, datasetID = 13, tp = 2"

[1] "processing = Aythya ferina, datasetID = 13, tp = 2"

[1] "processing = Aythya fuligula, datasetID = 13, tp = 2"

[1] "processing = Bambusicola thoracicus, datasetID = 13, tp = 2"

[1] "processing = Botaurus stellaris, datasetID = 13, tp = 2"

[1] "processing = Bubulcus ibis, datasetID = 13, tp = 2"

[1] "processing = Butastur indicus, datasetID = 13, tp = 2"

[1] "processing = Buteo buteo, datasetID = 13, tp = 2"

[1] "processing = Butorides striata, datasetID = 13, tp = 2"

[1] "processing = Calonectris leucomelas, datasetID = 13, tp = 2"

[1] "processing = Caprimulgus indicus, datasetID = 13, tp = 2"

[1] "processing = Carduelis spinus, datasetID = 13, tp = 2"

[1] "processing = Cepphus carbo, datasetID = 13, tp = 2"

[1] "processing = Cerorhinca monocerata, datasetID = 13, tp = 2"

[1] "processing = Certhia familiaris, datasetID = 13, tp = 2"

[1] "processing = Cettia diphone, datasetID = 13, tp = 2"

[1] "processing = Chalcophaps indica, datasetID = 13, tp = 2"

[1] "processing = Charadrius alexandrinus, datasetID = 13, tp = 2"

[1] "processing = Charadrius dubius, datasetID = 13, tp = 2"

[1] "processing = Charadrius placidus, datasetID = 13, tp = 2"

[1] "processing = Chloris sinica, datasetID = 13, tp = 2"

[1] "processing = Cinclus pallasii, datasetID = 13, tp = 2"

[1] "processing = Circus spilonotus, datasetID = 13, tp = 2"

[1] "processing = Cisticola juncidis, datasetID = 13, tp = 2"

[1] "processing = Coccothraustes coccothraustes, datasetID = 13, tp = 2"

[1] "processing = Colinus virginianus, datasetID = 13, tp = 2"

[1] "processing = Columba janthina, datasetID = 13, tp = 2"

[1] "processing = Columba livia, datasetID = 13, tp = 2"

[1] "processing = Corvus corone, datasetID = 13, tp = 2"

[1] "processing = Corvus macrorhynchos, datasetID = 13, tp = 2"

[1] "processing = Coturnicops exquisitus, datasetID = 13, tp = 2"

[1] "processing = Coturnix japonica, datasetID = 13, tp = 2"

[1] "processing = Cuculus canorus, datasetID = 13, tp = 2"

[1] "processing = Cuculus micropterus, datasetID = 13, tp = 2"

[1] "processing = Cuculus optatus, datasetID = 13, tp = 2"

[1] "processing = Cuculus poliocephalus, datasetID = 13, tp = 2"

[1] "processing = Cyanopica cyanus, datasetID = 13, tp = 2"

[1] "processing = Cyanoptila cyanomelana, datasetID = 13, tp = 2"

[1] "processing = Cygnus olor, datasetID = 13, tp = 2"

[1] "processing = Delichon dasypus, datasetID = 13, tp = 2"

[1] "processing = Dendrocopos kizuki, datasetID = 13, tp = 2"

[1] "processing = Dendrocopos leucotos, datasetID = 13, tp = 2"

[1] "processing = Dendrocopos major, datasetID = 13, tp = 2"

[1] "processing = Dendrocopos minor, datasetID = 13, tp = 2"

[1] "processing = Dryocopus martius, datasetID = 13, tp = 2"

[1] "processing = Egretta garzetta, datasetID = 13, tp = 2"

[1] "processing = Egretta intermedia, datasetID = 13, tp = 2"

[1] "processing = Egretta sacra, datasetID = 13, tp = 2"

[1] "processing = Emberiza aureola, datasetID = 13, tp = 2"

[1] "processing = Emberiza cioides, datasetID = 13, tp = 2"

[1] "processing = Emberiza elegans, datasetID = 13, tp = 2"

[1] "processing = Emberiza fucata, datasetID = 13, tp = 2"

[1] "processing = Emberiza schoeniclus, datasetID = 13, tp = 2"

[1] "processing = Emberiza spodocephala, datasetID = 13, tp = 2"

[1] "processing = Emberiza sulphurata, datasetID = 13, tp = 2"

[1] "processing = Emberiza variabilis, datasetID = 13, tp = 2"

[1] "processing = Emberiza yessoensis, datasetID = 13, tp = 2"

[1] "processing = Eophona migratoria, datasetID = 13, tp = 2"

[1] "processing = Eophona personata, datasetID = 13, tp = 2"

[1] "processing = Eurystomus orientalis, datasetID = 13, tp = 2"

[1] "processing = Falco peregrinus, datasetID = 13, tp = 2"

[1] "processing = Falco subbuteo, datasetID = 13, tp = 2"

[1] "processing = Falco tinnunculus, datasetID = 13, tp = 2"

[1] "processing = Ficedula narcissina, datasetID = 13, tp = 2"

[1] "processing = Fratercula cirrhata, datasetID = 13, tp = 2"

[1] "processing = Fulica atra, datasetID = 13, tp = 2"

[1] "processing = Gallinago hardwickii, datasetID = 13, tp = 2"

[1] "processing = Gallinula chloropus, datasetID = 13, tp = 2"

[1] "processing = Gallirallus okinawae, datasetID = 13, tp = 2"

[1] "processing = Garrulax canorus, datasetID = 13, tp = 2"

[1] "processing = Garrulax perspicillatus, datasetID = 13, tp = 2"

[1] "processing = Garrulus glandarius, datasetID = 13, tp = 2"

[1] "processing = Garrulus lidthi, datasetID = 13, tp = 2"

[1] "processing = Glareola maldivarum, datasetID = 13, tp = 2"

[1] "processing = Gorsachius goisagi, datasetID = 13, tp = 2"

[1] "processing = Gorsachius melanolophus, datasetID = 13, tp = 2"

[1] "processing = Grus japonensis, datasetID = 13, tp = 2"

[1] "processing = Halcyon coromanda, datasetID = 13, tp = 2"

[1] "processing = Haliaeetus albicilla, datasetID = 13, tp = 2"

[1] "processing = Hierococcyx hyperythrus, datasetID = 13, tp = 2"

[1] "processing = Himantopus himantopus, datasetID = 13, tp = 2"

[1] "processing = Hirundapus caudacutus, datasetID = 13, tp = 2"

[1] "processing = Hirundo daurica, datasetID = 13, tp = 2"

[1] "processing = Hirundo rustica, datasetID = 13, tp = 2"

[1] "processing = Hirundo tahitica, datasetID = 13, tp = 2"

[1] "processing = Histrionicus histrionicus, datasetID = 13, tp = 2"

[1] "processing = Hypsipetes amaurotis, datasetID = 13, tp = 2"

[1] "processing = Ixobrychus cinnamomeus, datasetID = 13, tp = 2"

[1] "processing = Ixobrychus sinensis, datasetID = 13, tp = 2"

[1] "processing = Jynx torquilla, datasetID = 13, tp = 2"

[1] "processing = Lagopus muta, datasetID = 13, tp = 2"

[1] "processing = Lanius bucephalus, datasetID = 13, tp = 2"

[1] "processing = Lanius cristatus, datasetID = 13, tp = 2"

[1] "processing = Lanius tigrinus, datasetID = 13, tp = 2"

[1] "processing = Larus crassirostris, datasetID = 13, tp = 2"

[1] "processing = Larus schistisagus, datasetID = 13, tp = 2"

[1] "processing = Leiothrix lutea, datasetID = 13, tp = 2"

[1] "processing = Locustella fasciolata, datasetID = 13, tp = 2"

[1] "processing = Locustella lanceolata, datasetID = 13, tp = 2"

[1] "processing = Locustella ochotensis, datasetID = 13, tp = 2"

[1] "processing = Locustella pleskei, datasetID = 13, tp = 2"

[1] "processing = Locustella pryeri, datasetID = 13, tp = 2"

[1] "processing = Lonchura punctulata, datasetID = 13, tp = 2"

[1] "processing = Lonchura striata, datasetID = 13, tp = 2"

[1] "processing = Loxia curvirostra, datasetID = 13, tp = 2"

[1] "processing = Luscinia akahige, datasetID = 13, tp = 2"

[1] "processing = Luscinia calliope, datasetID = 13, tp = 2"

[1] "processing = Luscinia cyane, datasetID = 13, tp = 2"

[1] "processing = Luscinia komadori, datasetID = 13, tp = 2"

[1] "processing = Megaceryle lugubris, datasetID = 13, tp = 2"

[1] "processing = Melopsittacus undulatus, datasetID = 13, tp = 2"

[1] "processing = Mergellus albellus, datasetID = 13, tp = 2"

[1] "processing = Mergus merganser, datasetID = 13, tp = 2"

[1] "processing = Milvus migrans, datasetID = 13, tp = 2"

[1] "processing = Monticola solitarius, datasetID = 13, tp = 2"

[1] "processing = Motacilla alba, datasetID = 13, tp = 2"

[1] "processing = Motacilla alba leucopsis, datasetID = 13, tp = 2"

[1] "processing = Motacilla cinerea, datasetID = 13, tp = 2"

[1] "processing = Motacilla flava, datasetID = 13, tp = 2"

[1] "processing = Motacilla grandis, datasetID = 13, tp = 2"

[1] "processing = Muscicapa dauurica, datasetID = 13, tp = 2"

[1] "processing = Muscicapa sibirica, datasetID = 13, tp = 2"

[1] "processing = Ninox scutulata, datasetID = 13, tp = 2"

[1] "processing = Nisaetus nipalensis, datasetID = 13, tp = 2"

[1] "processing = Nucifraga caryocatactes, datasetID = 13, tp = 2"

[1] "processing = Nycticorax nycticorax, datasetID = 13, tp = 2"

[1] "processing = Oceanodroma castro, datasetID = 13, tp = 2"

[1] "processing = Oceanodroma leucorhoa, datasetID = 13, tp = 2"

[1] "processing = Oceanodroma monorhis, datasetID = 13, tp = 2"

[1] "processing = Otus elegans, datasetID = 13, tp = 2"

[1] "processing = Otus lempiji, datasetID = 13, tp = 2"

[1] "processing = Otus sunia, datasetID = 13, tp = 2"

[1] "processing = Pandion haliaetus, datasetID = 13, tp = 2"

[1] "processing = Parus minor, datasetID = 13, tp = 2"

[1] "processing = Passer montanus, datasetID = 13, tp = 2"

[1] "processing = Passer rutilans, datasetID = 13, tp = 2"

[1] "processing = Pericrocotus divaricatus, datasetID = 13, tp = 2"

[1] "processing = Pericrocotus divaricatus tegimae, datasetID = 13, tp = 2"

[1] "processing = Periparus ater, datasetID = 13, tp = 2"

[1] "processing = Pernis ptilorhynchus, datasetID = 13, tp = 2"

[1] "processing = Phalacrocorax capillatus, datasetID = 13, tp = 2"

[1] "processing = Phalacrocorax carbo, datasetID = 13, tp = 2"

[1] "processing = Phalacrocorax pelagicus, datasetID = 13, tp = 2"

[1] "processing = Phalacrocorax urile, datasetID = 13, tp = 2"

[1] "processing = Phasianus colchicus, datasetID = 13, tp = 2"

[1] "processing = Phoebastria immutabilis, datasetID = 13, tp = 2"

[1] "processing = Phoenicurus auroreus, datasetID = 13, tp = 2"

[1] "processing = Phylloscopus borealoides, datasetID = 13, tp = 2"

[1] "processing = Phylloscopus coronatus, datasetID = 13, tp = 2"

[1] "processing = Phylloscopus xanthodryas, datasetID = 13, tp = 2"

[1] "processing = Pica pica, datasetID = 13, tp = 2"

[1] "processing = Picus awokera, datasetID = 13, tp = 2"

[1] "processing = Picus canus, datasetID = 13, tp = 2"

[1] "processing = Pinicola enucleator, datasetID = 13, tp = 2"

[1] "processing = Pitta nympha, datasetID = 13, tp = 2"

[1] "processing = Podiceps cristatus, datasetID = 13, tp = 2"

[1] "processing = Podiceps grisegena, datasetID = 13, tp = 2"

[1] "processing = Poecile montanus, datasetID = 13, tp = 2"

[1] "processing = Poecile palustris, datasetID = 13, tp = 2"

[1] "processing = Poecile varius, datasetID = 13, tp = 2"

[1] "processing = Porzana fusca, datasetID = 13, tp = 2"

[1] "processing = Porzana pusilla, datasetID = 13, tp = 2"

[1] "processing = Prunella collaris, datasetID = 13, tp = 2"

[1] "processing = Prunella rubida, datasetID = 13, tp = 2"

[1] "processing = Psittacula krameri, datasetID = 13, tp = 2"

[1] "processing = Pycnonotus sinensis, datasetID = 13, tp = 2"

[1] "processing = Pyrrhula pyrrhula, datasetID = 13, tp = 2"

[1] "processing = Rallina eurizonoides, datasetID = 13, tp = 2"

[1] "processing = Rallus aquaticus, datasetID = 13, tp = 2"

[1] "processing = Regulus regulus, datasetID = 13, tp = 2"

[1] "processing = Riparia riparia, datasetID = 13, tp = 2"

[1] "processing = Rostratula benghalensis, datasetID = 13, tp = 2"

[1] "processing = Sapheopipo noguchii, datasetID = 13, tp = 2"

[1] "processing = Saxicola torquatus, datasetID = 13, tp = 2"

[1] "processing = Scolopax mira, datasetID = 13, tp = 2"

[1] "processing = Scolopax rusticola, datasetID = 13, tp = 2"

[1] "processing = Sitta europaea, datasetID = 13, tp = 2"

[1] "processing = Spilornis cheela, datasetID = 13, tp = 2"

[1] "processing = Spodiopsar cineraceus, datasetID = 13, tp = 2"

[1] "processing = Sterna albifrons, datasetID = 13, tp = 2"

[1] "processing = Sterna anaethetus, datasetID = 13, tp = 2"

[1] "processing = Sterna dougallii, datasetID = 13, tp = 2"

[1] "processing = Sterna hirundo, datasetID = 13, tp = 2"

[1] "processing = Sterna sumatrana, datasetID = 13, tp = 2"

[1] "processing = Streptopelia decaocto, datasetID = 13, tp = 2"

[1] "processing = Streptopelia orientalis, datasetID = 13, tp = 2"

[1] "processing = Strix uralensis, datasetID = 13, tp = 2"

[1] "processing = Sula leucogaster, datasetID = 13, tp = 2"

[1] "processing = Synthliboramphus antiquus, datasetID = 13, tp = 2"

[1] "processing = Synthliboramphus wumizusume, datasetID = 13, tp = 2"

[1] "processing = Syrmaticus soemmerringii, datasetID = 13, tp = 2"

[1] "processing = Tachybaptus ruficollis, datasetID = 13, tp = 2"

[1] "processing = Tarsiger cyanurus, datasetID = 13, tp = 2"

[1] "processing = Terpsiphone atrocaudata, datasetID = 13, tp = 2"

[1] "processing = Tetrastes bonasia, datasetID = 13, tp = 2"

[1] "processing = Treron formosae, datasetID = 13, tp = 2"

[1] "processing = Treron sieboldii, datasetID = 13, tp = 2"

[1] "processing = Tringa totanus, datasetID = 13, tp = 2"

[1] "processing = Troglodytes troglodytes, datasetID = 13, tp = 2"

[1] "processing = Turdus cardis, datasetID = 13, tp = 2"

[1] "processing = Turdus chrysolaus, datasetID = 13, tp = 2"

[1] "processing = Turdus pallidus, datasetID = 13, tp = 2"

[1] "processing = Turnix suscitator, datasetID = 13, tp = 2"

[1] "processing = Uragus sibiricus, datasetID = 13, tp = 2"

[1] "processing = Uria aalge, datasetID = 13, tp = 2"

[1] "processing = Urosphena squameiceps, datasetID = 13, tp = 2"

[1] "processing = Vanellus cinereus, datasetID = 13, tp = 2"

[1] "processing = Vanellus vanellus, datasetID = 13, tp = 2"

[1] "processing = Zoothera dauma, datasetID = 13, tp = 2"

[1] "processing = Zoothera sibirica, datasetID = 13, tp = 2"

[1] "processing = Zosterops japonicus, datasetID = 13, tp = 2"

[1] "processing = Acanthis flammea, datasetID = 26, tp = 1"

[1] "processing = Accipiter brevipes, datasetID = 26, tp = 1"

[1] "processing = Accipiter gentilis, datasetID = 26, tp = 1"

[1] "processing = Accipiter nisus, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus agricola, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus arundinaceus, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus dumetorum, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus melanopogon, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus paludicola, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus palustris, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus schoenobaenus, datasetID = 26, tp = 1"

[1] "processing = Acrocephalus scirpaceus, datasetID = 26, tp = 1"

[1] "processing = Actitis hypoleucos, datasetID = 26, tp = 1"

[1] "processing = Aegithalos caudatus, datasetID = 26, tp = 1"

[1] "processing = Aegolius funereus, datasetID = 26, tp = 1"

[1] "processing = Aegypius monachus, datasetID = 26, tp = 1"

[1] "processing = Aix galericulata, datasetID = 26, tp = 1"

[1] "processing = Aix sponsa, datasetID = 26, tp = 1"

[1] "processing = Alauda arvensis, datasetID = 26, tp = 1"

[1] "processing = Alaudala rufescens, datasetID = 26, tp = 1"

[1] "processing = Alca torda, datasetID = 26, tp = 1"

[1] "processing = Alcedo atthis, datasetID = 26, tp = 1"

[1] "processing = Alectoris barbara, datasetID = 26, tp = 1"

[1] "processing = Alectoris chukar, datasetID = 26, tp = 1"

[1] "processing = Alectoris graeca, datasetID = 26, tp = 1"

[1] "processing = Alectoris rufa, datasetID = 26, tp = 1"

[1] "processing = Alle alle, datasetID = 26, tp = 1"

[1] "processing = Alopochen aegyptiaca, datasetID = 26, tp = 1"

[1] "processing = Amandava amandava, datasetID = 26, tp = 1"

[1] "processing = Anas acuta, datasetID = 26, tp = 1"

[1] "processing = Anas crecca, datasetID = 26, tp = 1"

[1] "processing = Anas platyrhynchos, datasetID = 26, tp = 1"

[1] "processing = Anser anser, datasetID = 26, tp = 1"

[1] "processing = Anser brachyrhynchus, datasetID = 26, tp = 1"

[1] "processing = Anser erythropus, datasetID = 26, tp = 1"

[1] "processing = Anser fabalis, datasetID = 26, tp = 1"

[1] "processing = Anthropoides virgo, datasetID = 26, tp = 1"

[1] "processing = Anthus berthelotii, datasetID = 26, tp = 1"

[1] "processing = Anthus campestris, datasetID = 26, tp = 1"

[1] "processing = Anthus cervinus, datasetID = 26, tp = 1"

[1] "processing = Anthus petrosus, datasetID = 26, tp = 1"

[1] "processing = Anthus pratensis, datasetID = 26, tp = 1"

[1] "processing = Anthus spinoletta, datasetID = 26, tp = 1"

[1] "processing = Anthus trivialis, datasetID = 26, tp = 1"

[1] "processing = Apus apus, datasetID = 26, tp = 1"

[1] "processing = Apus caffer, datasetID = 26, tp = 1"

[1] "processing = Apus pallidus, datasetID = 26, tp = 1"

[1] "processing = Apus unicolor, datasetID = 26, tp = 1"

[1] "processing = Aquila adalberti, datasetID = 26, tp = 1"

[1] "processing = Aquila chrysaetos, datasetID = 26, tp = 1"

[1] "processing = Aquila fasciata, datasetID = 26, tp = 1"

[1] "processing = Aquila heliaca, datasetID = 26, tp = 1"

[1] "processing = Ardea alba, datasetID = 26, tp = 1"

[1] "processing = Ardea cinerea, datasetID = 26, tp = 1"

[1] "processing = Ardea purpurea, datasetID = 26, tp = 1"

[1] "processing = Ardeola ralloides, datasetID = 26, tp = 1"

[1] "processing = Arenaria interpres, datasetID = 26, tp = 1"

[1] "processing = Asio flammeus, datasetID = 26, tp = 1"

[1] "processing = Asio otus, datasetID = 26, tp = 1"

[1] "processing = Athene noctua, datasetID = 26, tp = 1"

[1] "processing = Aythya ferina, datasetID = 26, tp = 1"

[1] "processing = Aythya fuligula, datasetID = 26, tp = 1"

[1] "processing = Aythya marila, datasetID = 26, tp = 1"

[1] "processing = Aythya nyroca, datasetID = 26, tp = 1"

[1] "processing = Bombycilla garrulus, datasetID = 26, tp = 1"

[1] "processing = Bonasa bonasia, datasetID = 26, tp = 1"

[1] "processing = Botaurus stellaris, datasetID = 26, tp = 1"

[1] "processing = Branta bernicla, datasetID = 26, tp = 1"

[1] "processing = Branta canadensis, datasetID = 26, tp = 1"

[1] "processing = Branta leucopsis, datasetID = 26, tp = 1"

[1] "processing = Bubo bubo, datasetID = 26, tp = 1"

[1] "processing = Bubo scandiacus, datasetID = 26, tp = 1"

[1] "processing = Bubulcus ibis, datasetID = 26, tp = 1"

[1] "processing = Bucanetes githagineus, datasetID = 26, tp = 1"

[1] "processing = Bucephala clangula, datasetID = 26, tp = 1"

[1] "processing = Bulweria bulwerii, datasetID = 26, tp = 1"

[1] "processing = Burhinus oedicnemus, datasetID = 26, tp = 1"

[1] "processing = Buteo buteo, datasetID = 26, tp = 1"

[1] "processing = Buteo lagopus, datasetID = 26, tp = 1"

[1] "processing = Buteo rufinus, datasetID = 26, tp = 1"

[1] "processing = Calandrella brachydactyla, datasetID = 26, tp = 1"

[1] "processing = Calcarius lapponicus, datasetID = 26, tp = 1"

[1] "processing = Calidris alpina, datasetID = 26, tp = 1"

[1] "processing = Calidris falcinellus, datasetID = 26, tp = 1"

[1] "processing = Calidris maritima, datasetID = 26, tp = 1"

[1] "processing = Calidris minuta, datasetID = 26, tp = 1"

[1] "processing = Calidris pugnax, datasetID = 26, tp = 1"

[1] "processing = Calidris temminckii, datasetID = 26, tp = 1"

[1] "processing = Calonectris borealis, datasetID = 26, tp = 1"

[1] "processing = Calonectris diomedea, datasetID = 26, tp = 1"

[1] "processing = Caprimulgus europaeus, datasetID = 26, tp = 1"

[1] "processing = Caprimulgus ruficollis, datasetID = 26, tp = 1"

[1] "processing = Carduelis carduelis, datasetID = 26, tp = 1"

[1] "processing = Carduelis citrinella, datasetID = 26, tp = 1"

[1] "processing = Carpodacus erythrinus, datasetID = 26, tp = 1"

[1] "processing = Catharacta skua, datasetID = 26, tp = 1"

[1] "processing = Cecropis daurica, datasetID = 26, tp = 1"

[1] "processing = Cepphus grylle, datasetID = 26, tp = 1"

[1] "processing = Cercotrichas galactotes, datasetID = 26, tp = 1"

[1] "processing = Certhia brachydactyla, datasetID = 26, tp = 1"

[1] "processing = Certhia familiaris, datasetID = 26, tp = 1"

[1] "processing = Cettia cetti, datasetID = 26, tp = 1"

[1] "processing = Charadrius alexandrinus, datasetID = 26, tp = 1"

[1] "processing = Charadrius dubius, datasetID = 26, tp = 1"

[1] "processing = Charadrius hiaticula, datasetID = 26, tp = 1"

[1] "processing = Chersophilus duponti, datasetID = 26, tp = 1"

[1] "processing = Chlidonias hybrida, datasetID = 26, tp = 1"

[1] "processing = Chlidonias leucopterus, datasetID = 26, tp = 1"

[1] "processing = Chlidonias niger, datasetID = 26, tp = 1"

[1] "processing = Chloris chloris, datasetID = 26, tp = 1"

[1] "processing = Ciconia ciconia, datasetID = 26, tp = 1"

[1] "processing = Ciconia nigra, datasetID = 26, tp = 1"

[1] "processing = Cinclus cinclus, datasetID = 26, tp = 1"

[1] "processing = Circaetus gallicus, datasetID = 26, tp = 1"

[1] "processing = Circus aeruginosus, datasetID = 26, tp = 1"

[1] "processing = Circus cyaneus, datasetID = 26, tp = 1"

[1] "processing = Circus macrourus, datasetID = 26, tp = 1"

[1] "processing = Circus pygargus, datasetID = 26, tp = 1"

[1] "processing = Cisticola juncidis, datasetID = 26, tp = 1"

[1] "processing = Clamator glandarius, datasetID = 26, tp = 1"

[1] "processing = Clanga clanga, datasetID = 26, tp = 1"

[1] "processing = Clanga pomarina, datasetID = 26, tp = 1"

[1] "processing = Clangula hyemalis, datasetID = 26, tp = 1"

[1] "processing = Coccothraustes coccothraustes, datasetID = 26, tp = 1"

[1] "processing = Colinus virginianus, datasetID = 26, tp = 1"

[1] "processing = Columba livia, datasetID = 26, tp = 1"

[1] "processing = Columba oenas, datasetID = 26, tp = 1"

[1] "processing = Columba palumbus, datasetID = 26, tp = 1"

[1] "processing = Coracias garrulus, datasetID = 26, tp = 1"

[1] "processing = Corvus corax, datasetID = 26, tp = 1"

[1] "processing = Corvus corone, datasetID = 26, tp = 1"

[1] "processing = Corvus frugilegus, datasetID = 26, tp = 1"

[1] "processing = Corvus monedula, datasetID = 26, tp = 1"

[1] "processing = Coturnix coturnix, datasetID = 26, tp = 1"

[1] "processing = Crex crex, datasetID = 26, tp = 1"

[1] "processing = Cuculus canorus, datasetID = 26, tp = 1"

[1] "processing = Cyanecula svecica, datasetID = 26, tp = 1"

[1] "processing = Cyanistes caeruleus, datasetID = 26, tp = 1"

[1] "processing = Cyanistes cyanus, datasetID = 26, tp = 1"

[1] "processing = Cyanopica cooki, datasetID = 26, tp = 1"

[1] "processing = Cygnus cygnus, datasetID = 26, tp = 1"

[1] "processing = Cygnus olor, datasetID = 26, tp = 1"

[1] "processing = Delichon urbicum, datasetID = 26, tp = 1"

[1] "processing = Dendrocopos leucotos, datasetID = 26, tp = 1"

[1] "processing = Dendrocopos major, datasetID = 26, tp = 1"

[1] "processing = Dendrocopos syriacus, datasetID = 26, tp = 1"

[1] "processing = Dryobates minor, datasetID = 26, tp = 1"

[1] "processing = Dryocopus martius, datasetID = 26, tp = 1"

[1] "processing = Egretta garzetta, datasetID = 26, tp = 1"

[1] "processing = Elanus caeruleus, datasetID = 26, tp = 1"

[1] "processing = Emberiza aureola, datasetID = 26, tp = 1"

[1] "processing = Emberiza caesia, datasetID = 26, tp = 1"

[1] "processing = Emberiza calandra, datasetID = 26, tp = 1"

[1] "processing = Emberiza cia, datasetID = 26, tp = 1"

[1] "processing = Emberiza cirlus, datasetID = 26, tp = 1"

[1] "processing = Emberiza citrinella, datasetID = 26, tp = 1"

[1] "processing = Emberiza hortulana, datasetID = 26, tp = 1"

[1] "processing = Emberiza melanocephala, datasetID = 26, tp = 1"

[1] "processing = Emberiza pusilla, datasetID = 26, tp = 1"

[1] "processing = Emberiza rustica, datasetID = 26, tp = 1"

[1] "processing = Emberiza schoeniclus, datasetID = 26, tp = 1"

[1] "processing = Eremophila alpestris, datasetID = 26, tp = 1"

[1] "processing = Erithacus rubecula, datasetID = 26, tp = 1"

[1] "processing = Estrilda astrild, datasetID = 26, tp = 1"

[1] "processing = Eudromias morinellus, datasetID = 26, tp = 1"

[1] "processing = Falco biarmicus, datasetID = 26, tp = 1"

[1] "processing = Falco cherrug, datasetID = 26, tp = 1"

[1] "processing = Falco columbarius, datasetID = 26, tp = 1"

[1] "processing = Falco eleonorae, datasetID = 26, tp = 1"

[1] "processing = Falco naumanni, datasetID = 26, tp = 1"

[1] "processing = Falco peregrinus, datasetID = 26, tp = 1"

[1] "processing = Falco rusticolus, datasetID = 26, tp = 1"

[1] "processing = Falco subbuteo, datasetID = 26, tp = 1"

[1] "processing = Falco tinnunculus, datasetID = 26, tp = 1"

[1] "processing = Falco vespertinus, datasetID = 26, tp = 1"

[1] "processing = Ficedula albicollis, datasetID = 26, tp = 1"

[1] "processing = Ficedula hypoleuca, datasetID = 26, tp = 1"

[1] "processing = Ficedula parva, datasetID = 26, tp = 1"

[1] "processing = Ficedula semitorquata, datasetID = 26, tp = 1"

[1] "processing = Fratercula arctica, datasetID = 26, tp = 1"

[1] "processing = Fringilla coelebs, datasetID = 26, tp = 1"

[1] "processing = Fringilla montifringilla, datasetID = 26, tp = 1"

[1] "processing = Fulica atra, datasetID = 26, tp = 1"

[1] "processing = Fulica cristata, datasetID = 26, tp = 1"

[1] "processing = Fulmarus glacialis, datasetID = 26, tp = 1"

[1] "processing = Galerida cristata, datasetID = 26, tp = 1"

[1] "processing = Galerida theklae, datasetID = 26, tp = 1"

[1] "processing = Gallinago gallinago, datasetID = 26, tp = 1"

[1] "processing = Gallinago media, datasetID = 26, tp = 1"

[1] "processing = Gallinula chloropus, datasetID = 26, tp = 1"

[1] "processing = Garrulus glandarius, datasetID = 26, tp = 1"

[1] "processing = Gavia arctica, datasetID = 26, tp = 1"

[1] "processing = Gavia immer, datasetID = 26, tp = 1"

[1] "processing = Gavia stellata, datasetID = 26, tp = 1"

[1] "processing = Gelochelidon nilotica, datasetID = 26, tp = 1"

[1] "processing = Glareola nordmanni, datasetID = 26, tp = 1"

[1] "processing = Glareola pratincola, datasetID = 26, tp = 1"

[1] "processing = Glaucidium passerinum, datasetID = 26, tp = 1"

[1] "processing = Grus grus, datasetID = 26, tp = 1"

[1] "processing = Gulosus aristotelis, datasetID = 26, tp = 1"

[1] "processing = Gypaetus barbatus, datasetID = 26, tp = 1"

[1] "processing = Gyps fulvus, datasetID = 26, tp = 1"

[1] "processing = Haematopus ostralegus, datasetID = 26, tp = 1"

[1] "processing = Haliaeetus albicilla, datasetID = 26, tp = 1"

[1] "processing = Hieraaetus pennatus, datasetID = 26, tp = 1"

[1] "processing = Himantopus himantopus, datasetID = 26, tp = 1"

[1] "processing = Hippolais icterina, datasetID = 26, tp = 1"

[1] "processing = Hippolais olivetorum, datasetID = 26, tp = 1"

[1] "processing = Hippolais polyglotta, datasetID = 26, tp = 1"

[1] "processing = Hirundo rustica, datasetID = 26, tp = 1"

[1] "processing = Hydrobates castro, datasetID = 26, tp = 1"

[1] "processing = Hydrobates leucorhous, datasetID = 26, tp = 1"

[1] "processing = Hydrobates pelagicus, datasetID = 26, tp = 1"

[1] "processing = Hydrocoloeus minutus, datasetID = 26, tp = 1"

[1] "processing = Hydroprogne caspia, datasetID = 26, tp = 1"

[1] "processing = Iduna opaca, datasetID = 26, tp = 1"

[1] "processing = Iduna pallida, datasetID = 26, tp = 1"

[1] "processing = Ixobrychus minutus, datasetID = 26, tp = 1"

[1] "processing = Jynx torquilla, datasetID = 26, tp = 1"

[1] "processing = Lagopus lagopus, datasetID = 26, tp = 1"

[1] "processing = Lagopus muta, datasetID = 26, tp = 1"

[1] "processing = Lanius collurio, datasetID = 26, tp = 1"

[1] "processing = Lanius excubitor, datasetID = 26, tp = 1"

[1] "processing = Lanius meridionalis, datasetID = 26, tp = 1"

[1] "processing = Lanius minor, datasetID = 26, tp = 1"

[1] "processing = Lanius nubicus, datasetID = 26, tp = 1"

[1] "processing = Lanius senator, datasetID = 26, tp = 1"

[1] "processing = Larus argentatus, datasetID = 26, tp = 1"

[1] "processing = Larus audouinii, datasetID = 26, tp = 1"

[1] "processing = Larus cachinnans, datasetID = 26, tp = 1"

[1] "processing = Larus canus, datasetID = 26, tp = 1"

[1] "processing = Larus fuscus, datasetID = 26, tp = 1"

[1] "processing = Larus genei, datasetID = 26, tp = 1"

[1] "processing = Larus hyperboreus, datasetID = 26, tp = 1"

[1] "processing = Larus ichthyaetus, datasetID = 26, tp = 1"

[1] "processing = Larus marinus, datasetID = 26, tp = 1"

[1] "processing = Larus melanocephalus, datasetID = 26, tp = 1"

[1] "processing = Larus michahellis, datasetID = 26, tp = 1"

[1] "processing = Larus ridibundus, datasetID = 26, tp = 1"

[1] "processing = Leiopicus medius, datasetID = 26, tp = 1"

[1] "processing = Limosa lapponica, datasetID = 26, tp = 1"

[1] "processing = Limosa limosa, datasetID = 26, tp = 1"

[1] "processing = Linaria cannabina, datasetID = 26, tp = 1"

[1] "processing = Linaria flavirostris, datasetID = 26, tp = 1"

[1] "processing = Locustella fluviatilis, datasetID = 26, tp = 1"

[1] "processing = Locustella luscinioides, datasetID = 26, tp = 1"

[1] "processing = Locustella naevia, datasetID = 26, tp = 1"

[1] "processing = Lophophanes cristatus, datasetID = 26, tp = 1"

[1] "processing = Loxia curvirostra, datasetID = 26, tp = 1"

[1] "processing = Loxia leucoptera, datasetID = 26, tp = 1"

[1] "processing = Loxia pytyopsittacus, datasetID = 26, tp = 1"

[1] "processing = Lullula arborea, datasetID = 26, tp = 1"

[1] "processing = Luscinia luscinia, datasetID = 26, tp = 1"

[1] "processing = Luscinia megarhynchos, datasetID = 26, tp = 1"

[1] "processing = Lymnocryptes minimus, datasetID = 26, tp = 1"

[1] "processing = Lyrurus tetrix, datasetID = 26, tp = 1"

[1] "processing = Mareca penelope, datasetID = 26, tp = 1"

[1] "processing = Mareca strepera, datasetID = 26, tp = 1"

[1] "processing = Marmaronetta angustirostris, datasetID = 26, tp = 1"

[1] "processing = Melanitta fusca, datasetID = 26, tp = 1"

[1] "processing = Melanitta nigra, datasetID = 26, tp = 1"

[1] "processing = Melanocorypha calandra, datasetID = 26, tp = 1"

[1] "processing = Mergellus albellus, datasetID = 26, tp = 1"

[1] "processing = Mergus merganser, datasetID = 26, tp = 1"

[1] "processing = Mergus serrator, datasetID = 26, tp = 1"

[1] "processing = Merops apiaster, datasetID = 26, tp = 1"

[1] "processing = Microcarbo pygmaeus, datasetID = 26, tp = 1"

[1] "processing = Milvus migrans, datasetID = 26, tp = 1"

[1] "processing = Milvus milvus, datasetID = 26, tp = 1"

[1] "processing = Monticola saxatilis, datasetID = 26, tp = 1"

[1] "processing = Monticola solitarius, datasetID = 26, tp = 1"

[1] "processing = Montifringilla nivalis, datasetID = 26, tp = 1"

[1] "processing = Morus bassanus, datasetID = 26, tp = 1"

[1] "processing = Motacilla alba, datasetID = 26, tp = 1"

[1] "processing = Motacilla cinerea, datasetID = 26, tp = 1"

[1] "processing = Motacilla citreola, datasetID = 26, tp = 1"

[1] "processing = Motacilla flava, datasetID = 26, tp = 1"

[1] "processing = Muscicapa striata, datasetID = 26, tp = 1"

[1] "processing = Myiopsitta monachus, datasetID = 26, tp = 1"

[1] "processing = Neophron percnopterus, datasetID = 26, tp = 1"

[1] "processing = Netta rufina, datasetID = 26, tp = 1"

[1] "processing = Nucifraga caryocatactes, datasetID = 26, tp = 1"

[1] "processing = Numenius arquata, datasetID = 26, tp = 1"

[1] "processing = Numenius phaeopus, datasetID = 26, tp = 1"

[1] "processing = Nycticorax nycticorax, datasetID = 26, tp = 1"

[1] "processing = Oenanthe hispanica, datasetID = 26, tp = 1"

[1] "processing = Oenanthe isabellina, datasetID = 26, tp = 1"

[1] "processing = Oenanthe leucura, datasetID = 26, tp = 1"

[1] "processing = Oenanthe oenanthe, datasetID = 26, tp = 1"

[1] "processing = Oenanthe pleschanka, datasetID = 26, tp = 1"

[1] "processing = Oriolus oriolus, datasetID = 26, tp = 1"

[1] "processing = Otis tarda, datasetID = 26, tp = 1"

[1] "processing = Otus scops, datasetID = 26, tp = 1"

[1] "processing = Oxyura jamaicensis, datasetID = 26, tp = 1"

[1] "processing = Oxyura leucocephala, datasetID = 26, tp = 1"

[1] "processing = Pandion haliaetus, datasetID = 26, tp = 1"

[1] "processing = Panurus biarmicus, datasetID = 26, tp = 1"

[1] "processing = Parus major, datasetID = 26, tp = 1"

[1] "processing = Passer domesticus, datasetID = 26, tp = 1"

[1] "processing = Passer hispaniolensis, datasetID = 26, tp = 1"

[1] "processing = Passer italiae, datasetID = 26, tp = 1"

[1] "processing = Passer montanus, datasetID = 26, tp = 1"

[1] "processing = Pastor roseus, datasetID = 26, tp = 1"

[1] "processing = Pelecanus crispus, datasetID = 26, tp = 1"

[1] "processing = Pelecanus onocrotalus, datasetID = 26, tp = 1"

[1] "processing = Perdix perdix, datasetID = 26, tp = 1"

[1] "processing = Periparus ater, datasetID = 26, tp = 1"

[1] "processing = Perisoreus infaustus, datasetID = 26, tp = 1"

[1] "processing = Pernis apivorus, datasetID = 26, tp = 1"

[1] "processing = Petronia petronia, datasetID = 26, tp = 1"

[1] "processing = Phalacrocorax carbo, datasetID = 26, tp = 1"

[1] "processing = Phalaropus fulicarius, datasetID = 26, tp = 1"

[1] "processing = Phalaropus lobatus, datasetID = 26, tp = 1"

[1] "processing = Phasianus colchicus, datasetID = 26, tp = 1"

[1] "processing = Phoenicopterus roseus, datasetID = 26, tp = 1"

[1] "processing = Phoenicurus ochruros, datasetID = 26, tp = 1"

[1] "processing = Phoenicurus phoenicurus, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus bonelli, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus borealis, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus collybita, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus orientalis, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus sibilatrix, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus trochiloides, datasetID = 26, tp = 1"

[1] "processing = Phylloscopus trochilus, datasetID = 26, tp = 1"

[1] "processing = Pica pica, datasetID = 26, tp = 1"

[1] "processing = Picoides tridactylus, datasetID = 26, tp = 1"

[1] "processing = Picus canus, datasetID = 26, tp = 1"

[1] "processing = Picus sharpei, datasetID = 26, tp = 1"

[1] "processing = Picus viridis, datasetID = 26, tp = 1"

[1] "processing = Pinicola enucleator, datasetID = 26, tp = 1"

[1] "processing = Platalea leucorodia, datasetID = 26, tp = 1"

[1] "processing = Plectrophenax nivalis, datasetID = 26, tp = 1"

[1] "processing = Plegadis falcinellus, datasetID = 26, tp = 1"

[1] "processing = Pluvialis apricaria, datasetID = 26, tp = 1"

[1] "processing = Podiceps auritus, datasetID = 26, tp = 1"

[1] "processing = Podiceps cristatus, datasetID = 26, tp = 1"

[1] "processing = Podiceps grisegena, datasetID = 26, tp = 1"

[1] "processing = Podiceps nigricollis, datasetID = 26, tp = 1"

[1] "processing = Poecile cinctus, datasetID = 26, tp = 1"

[1] "processing = Poecile lugubris, datasetID = 26, tp = 1"

[1] "processing = Poecile montanus, datasetID = 26, tp = 1"

[1] "processing = Poecile palustris, datasetID = 26, tp = 1"

[1] "processing = Porphyrio porphyrio, datasetID = 26, tp = 1"

[1] "processing = Porzana porzana, datasetID = 26, tp = 1"

[1] "processing = Prunella collaris, datasetID = 26, tp = 1"

[1] "processing = Prunella modularis, datasetID = 26, tp = 1"

[1] "processing = Psittacula krameri, datasetID = 26, tp = 1"

[1] "processing = Pterocles alchata, datasetID = 26, tp = 1"

[1] "processing = Pterocles orientalis, datasetID = 26, tp = 1"

[1] "processing = Ptyonoprogne rupestris, datasetID = 26, tp = 1"

[1] "processing = Puffinus lherminieri, datasetID = 26, tp = 1"

[1] "processing = Puffinus mauretanicus, datasetID = 26, tp = 1"

[1] "processing = Puffinus puffinus, datasetID = 26, tp = 1"

[1] "processing = Puffinus yelkouan, datasetID = 26, tp = 1"

[1] "processing = Pyrrhocorax graculus, datasetID = 26, tp = 1"

[1] "processing = Pyrrhocorax pyrrhocorax, datasetID = 26, tp = 1"

[1] "processing = Pyrrhula pyrrhula, datasetID = 26, tp = 1"

[1] "processing = Rallus aquaticus, datasetID = 26, tp = 1"

[1] "processing = Recurvirostra avosetta, datasetID = 26, tp = 1"

[1] "processing = Regulus ignicapilla, datasetID = 26, tp = 1"

[1] "processing = Regulus regulus, datasetID = 26, tp = 1"

[1] "processing = Remiz pendulinus, datasetID = 26, tp = 1"

[1] "processing = Riparia riparia, datasetID = 26, tp = 1"

[1] "processing = Rissa tridactyla, datasetID = 26, tp = 1"

[1] "processing = Saxicola rubetra, datasetID = 26, tp = 1"

[1] "processing = Saxicola torquatus, datasetID = 26, tp = 1"

[1] "processing = Scolopax rusticola, datasetID = 26, tp = 1"

[1] "processing = Serinus serinus, datasetID = 26, tp = 1"

[1] "processing = Sitta europaea, datasetID = 26, tp = 1"

[1] "processing = Sitta neumayer, datasetID = 26, tp = 1"

[1] "processing = Somateria mollissima, datasetID = 26, tp = 1"

[1] "processing = Somateria spectabilis, datasetID = 26, tp = 1"

[1] "processing = Spatula clypeata, datasetID = 26, tp = 1"

[1] "processing = Spatula querquedula, datasetID = 26, tp = 1"

[1] "processing = Spilopelia senegalensis, datasetID = 26, tp = 1"

[1] "processing = Spinus spinus, datasetID = 26, tp = 1"

[1] "processing = Stercorarius longicaudus, datasetID = 26, tp = 1"

[1] "processing = Stercorarius parasiticus, datasetID = 26, tp = 1"

[1] "processing = Sterna dougallii, datasetID = 26, tp = 1"

[1] "processing = Sterna hirundo, datasetID = 26, tp = 1"

[1] "processing = Sterna paradisaea, datasetID = 26, tp = 1"

[1] "processing = Sternula albifrons, datasetID = 26, tp = 1"

[1] "processing = Streptopelia decaocto, datasetID = 26, tp = 1"

[1] "processing = Streptopelia turtur, datasetID = 26, tp = 1"

[1] "processing = Strix aluco, datasetID = 26, tp = 1"

[1] "processing = Strix nebulosa, datasetID = 26, tp = 1"

[1] "processing = Strix uralensis, datasetID = 26, tp = 1"

[1] "processing = Sturnus unicolor, datasetID = 26, tp = 1"

[1] "processing = Sturnus vulgaris, datasetID = 26, tp = 1"

[1] "processing = Surnia ulula, datasetID = 26, tp = 1"

[1] "processing = Sylvia atricapilla, datasetID = 26, tp = 1"

[1] "processing = Sylvia borin, datasetID = 26, tp = 1"

[1] "processing = Sylvia cantillans, datasetID = 26, tp = 1"

[1] "processing = Sylvia communis, datasetID = 26, tp = 1"

[1] "processing = Sylvia conspicillata, datasetID = 26, tp = 1"

[1] "processing = Sylvia crassirostris, datasetID = 26, tp = 1"

[1] "processing = Sylvia curruca, datasetID = 26, tp = 1"

[1] "processing = Sylvia hortensis, datasetID = 26, tp = 1"

[1] "processing = Sylvia melanocephala, datasetID = 26, tp = 1"

[1] "processing = Sylvia nisoria, datasetID = 26, tp = 1"

[1] "processing = Sylvia undata, datasetID = 26, tp = 1"

[1] "processing = Syrmaticus reevesii, datasetID = 26, tp = 1"

[1] "processing = Tachybaptus ruficollis, datasetID = 26, tp = 1"

[1] "processing = Tachymarptis melba, datasetID = 26, tp = 1"

[1] "processing = Tadorna ferruginea, datasetID = 26, tp = 1"

[1] "processing = Tadorna tadorna, datasetID = 26, tp = 1"

[1] "processing = Tarsiger cyanurus, datasetID = 26, tp = 1"

[1] "processing = Tetrao urogallus, datasetID = 26, tp = 1"

[1] "processing = Tetrax tetrax, datasetID = 26, tp = 1"

[1] "processing = Thalasseus sandvicensis, datasetID = 26, tp = 1"

[1] "processing = Tichodroma muraria, datasetID = 26, tp = 1"

[1] "processing = Tringa erythropus, datasetID = 26, tp = 1"

[1] "processing = Tringa glareola, datasetID = 26, tp = 1"

[1] "processing = Tringa nebularia, datasetID = 26, tp = 1"

[1] "processing = Tringa ochropus, datasetID = 26, tp = 1"

[1] "processing = Tringa stagnatilis, datasetID = 26, tp = 1"

[1] "processing = Tringa totanus, datasetID = 26, tp = 1"

[1] "processing = Troglodytes troglodytes, datasetID = 26, tp = 1"

[1] "processing = Turdus iliacus, datasetID = 26, tp = 1"

[1] "processing = Turdus merula, datasetID = 26, tp = 1"

[1] "processing = Turdus philomelos, datasetID = 26, tp = 1"

[1] "processing = Turdus pilaris, datasetID = 26, tp = 1"

[1] "processing = Turdus torquatus, datasetID = 26, tp = 1"

[1] "processing = Turdus viscivorus, datasetID = 26, tp = 1"

[1] "processing = Tyto alba, datasetID = 26, tp = 1"

[1] "processing = Upupa epops, datasetID = 26, tp = 1"

[1] "processing = Uria aalge, datasetID = 26, tp = 1"

[1] "processing = Uria lomvia, datasetID = 26, tp = 1"

[1] "processing = Vanellus vanellus, datasetID = 26, tp = 1"

[1] "processing = Xenus cinereus, datasetID = 26, tp = 1"

[1] "processing = Zapornia parva, datasetID = 26, tp = 1"

[1] "processing = Zapornia pusilla, datasetID = 26, tp = 1"

[1] "processing = Acanthis flammea, datasetID = 26, tp = 2"

[1] "processing = Accipiter brevipes, datasetID = 26, tp = 2"

[1] "processing = Accipiter gentilis, datasetID = 26, tp = 2"

[1] "processing = Accipiter nisus, datasetID = 26, tp = 2"

[1] "processing = Acridotheres tristis, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus agricola, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus arundinaceus, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus dumetorum, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus melanopogon, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus paludicola, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus palustris, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus schoenobaenus, datasetID = 26, tp = 2"

[1] "processing = Acrocephalus scirpaceus, datasetID = 26, tp = 2"

[1] "processing = Actitis hypoleucos, datasetID = 26, tp = 2"

[1] "processing = Aegithalos caudatus, datasetID = 26, tp = 2"

[1] "processing = Aegolius funereus, datasetID = 26, tp = 2"

[1] "processing = Aegypius monachus, datasetID = 26, tp = 2"

[1] "processing = Aix galericulata, datasetID = 26, tp = 2"

[1] "processing = Aix sponsa, datasetID = 26, tp = 2"

[1] "processing = Alauda arvensis, datasetID = 26, tp = 2"

[1] "processing = Alaudala rufescens, datasetID = 26, tp = 2"

[1] "processing = Alca torda, datasetID = 26, tp = 2"

[1] "processing = Alcedo atthis, datasetID = 26, tp = 2"

[1] "processing = Alectoris barbara, datasetID = 26, tp = 2"

[1] "processing = Alectoris chukar, datasetID = 26, tp = 2"

[1] "processing = Alectoris graeca, datasetID = 26, tp = 2"

[1] "processing = Alectoris rufa, datasetID = 26, tp = 2"

[1] "processing = Alle alle, datasetID = 26, tp = 2"

[1] "processing = Alopochen aegyptiaca, datasetID = 26, tp = 2"

[1] "processing = Amandava amandava, datasetID = 26, tp = 2"

[1] "processing = Anas acuta, datasetID = 26, tp = 2"

[1] "processing = Anas crecca, datasetID = 26, tp = 2"

[1] "processing = Anas platyrhynchos, datasetID = 26, tp = 2"

[1] "processing = Anser albifrons, datasetID = 26, tp = 2"

[1] "processing = Anser anser, datasetID = 26, tp = 2"

[1] "processing = Anser brachyrhynchus, datasetID = 26, tp = 2"

[1] "processing = Anser caerulescens, datasetID = 26, tp = 2"

[1] "processing = Anser erythropus, datasetID = 26, tp = 2"

[1] "processing = Anser fabalis, datasetID = 26, tp = 2"

[1] "processing = Anser indicus, datasetID = 26, tp = 2"

[1] "processing = Anthropoides virgo, datasetID = 26, tp = 2"

[1] "processing = Anthus berthelotii, datasetID = 26, tp = 2"

[1] "processing = Anthus campestris, datasetID = 26, tp = 2"

[1] "processing = Anthus cervinus, datasetID = 26, tp = 2"

[1] "processing = Anthus petrosus, datasetID = 26, tp = 2"

[1] "processing = Anthus pratensis, datasetID = 26, tp = 2"

[1] "processing = Anthus spinoletta, datasetID = 26, tp = 2"

[1] "processing = Anthus trivialis, datasetID = 26, tp = 2"

[1] "processing = Apus affinis, datasetID = 26, tp = 2"

[1] "processing = Apus apus, datasetID = 26, tp = 2"

[1] "processing = Apus caffer, datasetID = 26, tp = 2"

[1] "processing = Apus pallidus, datasetID = 26, tp = 2"

[1] "processing = Apus unicolor, datasetID = 26, tp = 2"

[1] "processing = Aquila adalberti, datasetID = 26, tp = 2"

[1] "processing = Aquila chrysaetos, datasetID = 26, tp = 2"

[1] "processing = Aquila fasciata, datasetID = 26, tp = 2"

[1] "processing = Aquila heliaca, datasetID = 26, tp = 2"

[1] "processing = Ardea alba, datasetID = 26, tp = 2"

[1] "processing = Ardea cinerea, datasetID = 26, tp = 2"

[1] "processing = Ardea purpurea, datasetID = 26, tp = 2"

[1] "processing = Ardeola ralloides, datasetID = 26, tp = 2"

[1] "processing = Arenaria interpres, datasetID = 26, tp = 2"

[1] "processing = Asio flammeus, datasetID = 26, tp = 2"

[1] "processing = Asio otus, datasetID = 26, tp = 2"

[1] "processing = Athene noctua, datasetID = 26, tp = 2"

[1] "processing = Aythya ferina, datasetID = 26, tp = 2"

[1] "processing = Aythya fuligula, datasetID = 26, tp = 2"

[1] "processing = Aythya marila, datasetID = 26, tp = 2"

[1] "processing = Aythya nyroca, datasetID = 26, tp = 2"

[1] "processing = Bombycilla garrulus, datasetID = 26, tp = 2"

[1] "processing = Bonasa bonasia, datasetID = 26, tp = 2"

[1] "processing = Botaurus stellaris, datasetID = 26, tp = 2"

[1] "processing = Branta bernicla, datasetID = 26, tp = 2"

[1] "processing = Branta canadensis, datasetID = 26, tp = 2"

[1] "processing = Branta leucopsis, datasetID = 26, tp = 2"

[1] "processing = Bubo bubo, datasetID = 26, tp = 2"

[1] "processing = Bubo scandiacus, datasetID = 26, tp = 2"

[1] "processing = Bubulcus ibis, datasetID = 26, tp = 2"

[1] "processing = Bucanetes githagineus, datasetID = 26, tp = 2"

[1] "processing = Bucephala clangula, datasetID = 26, tp = 2"

[1] "processing = Bulweria bulwerii, datasetID = 26, tp = 2"

[1] "processing = Burhinus oedicnemus, datasetID = 26, tp = 2"

[1] "processing = Buteo buteo, datasetID = 26, tp = 2"

[1] "processing = Buteo lagopus, datasetID = 26, tp = 2"

[1] "processing = Buteo rufinus, datasetID = 26, tp = 2"

[1] "processing = Calandrella brachydactyla, datasetID = 26, tp = 2"

[1] "processing = Calcarius lapponicus, datasetID = 26, tp = 2"

[1] "processing = Calidris alpina, datasetID = 26, tp = 2"

[1] "processing = Calidris falcinellus, datasetID = 26, tp = 2"

[1] "processing = Calidris maritima, datasetID = 26, tp = 2"

[1] "processing = Calidris minuta, datasetID = 26, tp = 2"

[1] "processing = Calidris pugnax, datasetID = 26, tp = 2"

[1] "processing = Calidris temminckii, datasetID = 26, tp = 2"

[1] "processing = Calonectris borealis, datasetID = 26, tp = 2"

[1] "processing = Calonectris diomedea, datasetID = 26, tp = 2"

[1] "processing = Caprimulgus europaeus, datasetID = 26, tp = 2"

[1] "processing = Caprimulgus ruficollis, datasetID = 26, tp = 2"

[1] "processing = Carduelis carduelis, datasetID = 26, tp = 2"

[1] "processing = Carduelis citrinella, datasetID = 26, tp = 2"

[1] "processing = Carpodacus erythrinus, datasetID = 26, tp = 2"

[1] "processing = Catharacta skua, datasetID = 26, tp = 2"

[1] "processing = Cecropis daurica, datasetID = 26, tp = 2"

[1] "processing = Cepphus grylle, datasetID = 26, tp = 2"

[1] "processing = Cercotrichas galactotes, datasetID = 26, tp = 2"

[1] "processing = Certhia brachydactyla, datasetID = 26, tp = 2"

[1] "processing = Certhia familiaris, datasetID = 26, tp = 2"

[1] "processing = Cettia cetti, datasetID = 26, tp = 2"

[1] "processing = Charadrius alexandrinus, datasetID = 26, tp = 2"

[1] "processing = Charadrius dubius, datasetID = 26, tp = 2"

[1] "processing = Charadrius hiaticula, datasetID = 26, tp = 2"

[1] "processing = Chersophilus duponti, datasetID = 26, tp = 2"

[1] "processing = Chlidonias hybrida, datasetID = 26, tp = 2"

[1] "processing = Chlidonias leucopterus, datasetID = 26, tp = 2"

[1] "processing = Chlidonias niger, datasetID = 26, tp = 2"

[1] "processing = Chloris chloris, datasetID = 26, tp = 2"

[1] "processing = Ciconia ciconia, datasetID = 26, tp = 2"

[1] "processing = Ciconia nigra, datasetID = 26, tp = 2"

[1] "processing = Cinclus cinclus, datasetID = 26, tp = 2"

[1] "processing = Circaetus gallicus, datasetID = 26, tp = 2"

[1] "processing = Circus aeruginosus, datasetID = 26, tp = 2"

[1] "processing = Circus cyaneus, datasetID = 26, tp = 2"

[1] "processing = Circus macrourus, datasetID = 26, tp = 2"

[1] "processing = Circus pygargus, datasetID = 26, tp = 2"

[1] "processing = Cisticola juncidis, datasetID = 26, tp = 2"

[1] "processing = Clamator glandarius, datasetID = 26, tp = 2"

[1] "processing = Clanga clanga, datasetID = 26, tp = 2"

[1] "processing = Clanga pomarina, datasetID = 26, tp = 2"

[1] "processing = Clangula hyemalis, datasetID = 26, tp = 2"

[1] "processing = Coccothraustes coccothraustes, datasetID = 26, tp = 2"

[1] "processing = Colinus virginianus, datasetID = 26, tp = 2"

[1] "processing = Columba livia, datasetID = 26, tp = 2"

[1] "processing = Columba oenas, datasetID = 26, tp = 2"

[1] "processing = Columba palumbus, datasetID = 26, tp = 2"

[1] "processing = Coracias garrulus, datasetID = 26, tp = 2"

[1] "processing = Corvus corax, datasetID = 26, tp = 2"

[1] "processing = Corvus corone, datasetID = 26, tp = 2"

[1] "processing = Corvus frugilegus, datasetID = 26, tp = 2"

[1] "processing = Corvus monedula, datasetID = 26, tp = 2"

[1] "processing = Coturnix coturnix, datasetID = 26, tp = 2"

[1] "processing = Crex crex, datasetID = 26, tp = 2"

[1] "processing = Cuculus canorus, datasetID = 26, tp = 2"

[1] "processing = Cuculus saturatus, datasetID = 26, tp = 2"

[1] "processing = Cursorius cursor, datasetID = 26, tp = 2"

[1] "processing = Cyanecula svecica, datasetID = 26, tp = 2"

[1] "processing = Cyanistes caeruleus, datasetID = 26, tp = 2"

[1] "processing = Cyanistes cyanus, datasetID = 26, tp = 2"

[1] "processing = Cyanopica cooki, datasetID = 26, tp = 2"

[1] "processing = Cygnus atratus, datasetID = 26, tp = 2"

[1] "processing = Cygnus cygnus, datasetID = 26, tp = 2"

[1] "processing = Cygnus olor, datasetID = 26, tp = 2"

[1] "processing = Delichon urbicum, datasetID = 26, tp = 2"

[1] "processing = Dendrocopos leucotos, datasetID = 26, tp = 2"

[1] "processing = Dendrocopos major, datasetID = 26, tp = 2"

[1] "processing = Dendrocopos syriacus, datasetID = 26, tp = 2"

[1] "processing = Dryobates minor, datasetID = 26, tp = 2"

[1] "processing = Dryocopus martius, datasetID = 26, tp = 2"

[1] "processing = Egretta garzetta, datasetID = 26, tp = 2"

[1] "processing = Elanus caeruleus, datasetID = 26, tp = 2"

[1] "processing = Emberiza aureola, datasetID = 26, tp = 2"

[1] "processing = Emberiza caesia, datasetID = 26, tp = 2"

[1] "processing = Emberiza calandra, datasetID = 26, tp = 2"

[1] "processing = Emberiza cia, datasetID = 26, tp = 2"

[1] "processing = Emberiza cirlus, datasetID = 26, tp = 2"

[1] "processing = Emberiza citrinella, datasetID = 26, tp = 2"

[1] "processing = Emberiza hortulana, datasetID = 26, tp = 2"

[1] "processing = Emberiza melanocephala, datasetID = 26, tp = 2"

[1] "processing = Emberiza pusilla, datasetID = 26, tp = 2"

[1] "processing = Emberiza rustica, datasetID = 26, tp = 2"

[1] "processing = Emberiza schoeniclus, datasetID = 26, tp = 2"

[1] "processing = Eremophila alpestris, datasetID = 26, tp = 2"

[1] "processing = Erithacus rubecula, datasetID = 26, tp = 2"

[1] "processing = Estrilda astrild, datasetID = 26, tp = 2"

[1] "processing = Eudromias morinellus, datasetID = 26, tp = 2"

[1] "processing = Falco biarmicus, datasetID = 26, tp = 2"

[1] "processing = Falco cherrug, datasetID = 26, tp = 2"

[1] "processing = Falco columbarius, datasetID = 26, tp = 2"

[1] "processing = Falco eleonorae, datasetID = 26, tp = 2"

[1] "processing = Falco naumanni, datasetID = 26, tp = 2"

[1] "processing = Falco peregrinus, datasetID = 26, tp = 2"

[1] "processing = Falco rusticolus, datasetID = 26, tp = 2"

[1] "processing = Falco subbuteo, datasetID = 26, tp = 2"

[1] "processing = Falco tinnunculus, datasetID = 26, tp = 2"

[1] "processing = Falco vespertinus, datasetID = 26, tp = 2"

[1] "processing = Ficedula albicollis, datasetID = 26, tp = 2"

[1] "processing = Ficedula hypoleuca, datasetID = 26, tp = 2"

[1] "processing = Ficedula parva, datasetID = 26, tp = 2"

[1] "processing = Ficedula semitorquata, datasetID = 26, tp = 2"

[1] "processing = Fratercula arctica, datasetID = 26, tp = 2"

[1] "processing = Fringilla coelebs, datasetID = 26, tp = 2"

[1] "processing = Fringilla montifringilla, datasetID = 26, tp = 2"

[1] "processing = Fulica atra, datasetID = 26, tp = 2"

[1] "processing = Fulica cristata, datasetID = 26, tp = 2"

[1] "processing = Fulmarus glacialis, datasetID = 26, tp = 2"

[1] "processing = Galerida cristata, datasetID = 26, tp = 2"

[1] "processing = Galerida theklae, datasetID = 26, tp = 2"

[1] "processing = Gallinago gallinago, datasetID = 26, tp = 2"

[1] "processing = Gallinago media, datasetID = 26, tp = 2"

[1] "processing = Gallinula chloropus, datasetID = 26, tp = 2"

[1] "processing = Garrulus glandarius, datasetID = 26, tp = 2"

[1] "processing = Gavia arctica, datasetID = 26, tp = 2"

[1] "processing = Gavia immer, datasetID = 26, tp = 2"

[1] "processing = Gavia stellata, datasetID = 26, tp = 2"

[1] "processing = Gelochelidon nilotica, datasetID = 26, tp = 2"

[1] "processing = Glareola nordmanni, datasetID = 26, tp = 2"

[1] "processing = Glareola pratincola, datasetID = 26, tp = 2"

[1] "processing = Glaucidium passerinum, datasetID = 26, tp = 2"

[1] "processing = Grus grus, datasetID = 26, tp = 2"

[1] "processing = Gulosus aristotelis, datasetID = 26, tp = 2"

[1] "processing = Gypaetus barbatus, datasetID = 26, tp = 2"

[1] "processing = Gyps fulvus, datasetID = 26, tp = 2"

[1] "processing = Haematopus ostralegus, datasetID = 26, tp = 2"

[1] "processing = Haliaeetus albicilla, datasetID = 26, tp = 2"

[1] "processing = Hieraaetus pennatus, datasetID = 26, tp = 2"

[1] "processing = Himantopus himantopus, datasetID = 26, tp = 2"

[1] "processing = Hippolais icterina, datasetID = 26, tp = 2"

[1] "processing = Hippolais olivetorum, datasetID = 26, tp = 2"

[1] "processing = Hippolais polyglotta, datasetID = 26, tp = 2"

[1] "processing = Hirundo rustica, datasetID = 26, tp = 2"

[1] "processing = Hydrobates castro, datasetID = 26, tp = 2"

[1] "processing = Hydrobates leucorhous, datasetID = 26, tp = 2"

[1] "processing = Hydrobates pelagicus, datasetID = 26, tp = 2"

[1] "processing = Hydrocoloeus minutus, datasetID = 26, tp = 2"

[1] "processing = Hydroprogne caspia, datasetID = 26, tp = 2"

[1] "processing = Iduna caligata, datasetID = 26, tp = 2"

[1] "processing = Iduna opaca, datasetID = 26, tp = 2"

[1] "processing = Iduna pallida, datasetID = 26, tp = 2"

[1] "processing = Ixobrychus minutus, datasetID = 26, tp = 2"

[1] "processing = Jynx torquilla, datasetID = 26, tp = 2"

[1] "processing = Lagopus lagopus, datasetID = 26, tp = 2"

[1] "processing = Lagopus muta, datasetID = 26, tp = 2"

[1] "processing = Lanius collurio, datasetID = 26, tp = 2"

[1] "processing = Lanius excubitor, datasetID = 26, tp = 2"

[1] "processing = Lanius meridionalis, datasetID = 26, tp = 2"

[1] "processing = Lanius minor, datasetID = 26, tp = 2"

[1] "processing = Lanius nubicus, datasetID = 26, tp = 2"

[1] "processing = Lanius senator, datasetID = 26, tp = 2"

[1] "processing = Larus argentatus, datasetID = 26, tp = 2"

[1] "processing = Larus audouinii, datasetID = 26, tp = 2"

[1] "processing = Larus cachinnans, datasetID = 26, tp = 2"

[1] "processing = Larus canus, datasetID = 26, tp = 2"

[1] "processing = Larus fuscus, datasetID = 26, tp = 2"

[1] "processing = Larus genei, datasetID = 26, tp = 2"

[1] "processing = Larus hyperboreus, datasetID = 26, tp = 2"

[1] "processing = Larus ichthyaetus, datasetID = 26, tp = 2"

[1] "processing = Larus marinus, datasetID = 26, tp = 2"

[1] "processing = Larus melanocephalus, datasetID = 26, tp = 2"

[1] "processing = Larus michahellis, datasetID = 26, tp = 2"

[1] "processing = Larus ridibundus, datasetID = 26, tp = 2"

[1] "processing = Leiopicus medius, datasetID = 26, tp = 2"

[1] "processing = Leiothrix lutea, datasetID = 26, tp = 2"

[1] "processing = Limosa lapponica, datasetID = 26, tp = 2"

[1] "processing = Limosa limosa, datasetID = 26, tp = 2"

[1] "processing = Linaria cannabina, datasetID = 26, tp = 2"

[1] "processing = Linaria flavirostris, datasetID = 26, tp = 2"

[1] "processing = Locustella fluviatilis, datasetID = 26, tp = 2"

[1] "processing = Locustella lanceolata, datasetID = 26, tp = 2"

[1] "processing = Locustella luscinioides, datasetID = 26, tp = 2"

[1] "processing = Locustella naevia, datasetID = 26, tp = 2"

[1] "processing = Lophophanes cristatus, datasetID = 26, tp = 2"

[1] "processing = Loxia curvirostra, datasetID = 26, tp = 2"

[1] "processing = Loxia leucoptera, datasetID = 26, tp = 2"

[1] "processing = Loxia pytyopsittacus, datasetID = 26, tp = 2"

[1] "processing = Lullula arborea, datasetID = 26, tp = 2"

[1] "processing = Luscinia luscinia, datasetID = 26, tp = 2"

[1] "processing = Luscinia megarhynchos, datasetID = 26, tp = 2"

[1] "processing = Lymnocryptes minimus, datasetID = 26, tp = 2"

[1] "processing = Lyrurus tetrix, datasetID = 26, tp = 2"

[1] "processing = Mareca penelope, datasetID = 26, tp = 2"

[1] "processing = Mareca strepera, datasetID = 26, tp = 2"

[1] "processing = Marmaronetta angustirostris, datasetID = 26, tp = 2"

[1] "processing = Melanitta fusca, datasetID = 26, tp = 2"

[1] "processing = Melanitta nigra, datasetID = 26, tp = 2"

[1] "processing = Melanocorypha calandra, datasetID = 26, tp = 2"

[1] "processing = Mergellus albellus, datasetID = 26, tp = 2"

[1] "processing = Mergus merganser, datasetID = 26, tp = 2"

[1] "processing = Mergus serrator, datasetID = 26, tp = 2"

[1] "processing = Merops apiaster, datasetID = 26, tp = 2"

[1] "processing = Microcarbo pygmaeus, datasetID = 26, tp = 2"

[1] "processing = Milvus migrans, datasetID = 26, tp = 2"

[1] "processing = Milvus milvus, datasetID = 26, tp = 2"

[1] "processing = Monticola saxatilis, datasetID = 26, tp = 2"

[1] "processing = Monticola solitarius, datasetID = 26, tp = 2"

[1] "processing = Montifringilla nivalis, datasetID = 26, tp = 2"

[1] "processing = Morus bassanus, datasetID = 26, tp = 2"

[1] "processing = Motacilla alba, datasetID = 26, tp = 2"

[1] "processing = Motacilla cinerea, datasetID = 26, tp = 2"

[1] "processing = Motacilla citreola, datasetID = 26, tp = 2"

[1] "processing = Motacilla flava, datasetID = 26, tp = 2"

[1] "processing = Muscicapa striata, datasetID = 26, tp = 2"

[1] "processing = Myiopsitta monachus, datasetID = 26, tp = 2"

[1] "processing = Neophron percnopterus, datasetID = 26, tp = 2"

[1] "processing = Netta rufina, datasetID = 26, tp = 2"

[1] "processing = Nucifraga caryocatactes, datasetID = 26, tp = 2"

[1] "processing = Numenius arquata, datasetID = 26, tp = 2"

[1] "processing = Numenius phaeopus, datasetID = 26, tp = 2"

[1] "processing = Nycticorax nycticorax, datasetID = 26, tp = 2"

[1] "processing = Oenanthe hispanica, datasetID = 26, tp = 2"

[1] "processing = Oenanthe isabellina, datasetID = 26, tp = 2"

[1] "processing = Oenanthe leucura, datasetID = 26, tp = 2"

[1] "processing = Oenanthe oenanthe, datasetID = 26, tp = 2"

[1] "processing = Oenanthe pleschanka, datasetID = 26, tp = 2"

[1] "processing = Oriolus oriolus, datasetID = 26, tp = 2"

[1] "processing = Otis tarda, datasetID = 26, tp = 2"

[1] "processing = Otus scops, datasetID = 26, tp = 2"

[1] "processing = Oxyura jamaicensis, datasetID = 26, tp = 2"

[1] "processing = Oxyura leucocephala, datasetID = 26, tp = 2"

[1] "processing = Pandion haliaetus, datasetID = 26, tp = 2"

[1] "processing = Panurus biarmicus, datasetID = 26, tp = 2"

[1] "processing = Parus major, datasetID = 26, tp = 2"

[1] "processing = Passer domesticus, datasetID = 26, tp = 2"

[1] "processing = Passer hispaniolensis, datasetID = 26, tp = 2"

[1] "processing = Passer italiae, datasetID = 26, tp = 2"

[1] "processing = Passer montanus, datasetID = 26, tp = 2"

[1] "processing = Pastor roseus, datasetID = 26, tp = 2"

[1] "processing = Pelecanus crispus, datasetID = 26, tp = 2"

[1] "processing = Pelecanus onocrotalus, datasetID = 26, tp = 2"

[1] "processing = Perdix perdix, datasetID = 26, tp = 2"

[1] "processing = Periparus ater, datasetID = 26, tp = 2"

[1] "processing = Perisoreus infaustus, datasetID = 26, tp = 2"

[1] "processing = Pernis apivorus, datasetID = 26, tp = 2"

[1] "processing = Petronia petronia, datasetID = 26, tp = 2"

[1] "processing = Phalacrocorax carbo, datasetID = 26, tp = 2"

[1] "processing = Phalaropus fulicarius, datasetID = 26, tp = 2"

[1] "processing = Phalaropus lobatus, datasetID = 26, tp = 2"

[1] "processing = Phasianus colchicus, datasetID = 26, tp = 2"

[1] "processing = Phoenicopterus roseus, datasetID = 26, tp = 2"

[1] "processing = Phoenicurus ochruros, datasetID = 26, tp = 2"

[1] "processing = Phoenicurus phoenicurus, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus bonelli, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus borealis, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus collybita, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus orientalis, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus sibilatrix, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus trochiloides, datasetID = 26, tp = 2"

[1] "processing = Phylloscopus trochilus, datasetID = 26, tp = 2"

[1] "processing = Pica pica, datasetID = 26, tp = 2"

[1] "processing = Picoides tridactylus, datasetID = 26, tp = 2"

[1] "processing = Picus canus, datasetID = 26, tp = 2"

[1] "processing = Picus sharpei, datasetID = 26, tp = 2"

[1] "processing = Picus viridis, datasetID = 26, tp = 2"

[1] "processing = Pinicola enucleator, datasetID = 26, tp = 2"

[1] "processing = Platalea leucorodia, datasetID = 26, tp = 2"

[1] "processing = Plectrophenax nivalis, datasetID = 26, tp = 2"

[1] "processing = Plegadis falcinellus, datasetID = 26, tp = 2"

[1] "processing = Pluvialis apricaria, datasetID = 26, tp = 2"

[1] "processing = Podiceps auritus, datasetID = 26, tp = 2"

[1] "processing = Podiceps cristatus, datasetID = 26, tp = 2"

[1] "processing = Podiceps grisegena, datasetID = 26, tp = 2"

[1] "processing = Podiceps nigricollis, datasetID = 26, tp = 2"

[1] "processing = Poecile cinctus, datasetID = 26, tp = 2"

[1] "processing = Poecile lugubris, datasetID = 26, tp = 2"

[1] "processing = Poecile montanus, datasetID = 26, tp = 2"

[1] "processing = Poecile palustris, datasetID = 26, tp = 2"

[1] "processing = Porphyrio porphyrio, datasetID = 26, tp = 2"

[1] "processing = Porzana porzana, datasetID = 26, tp = 2"

[1] "processing = Prunella collaris, datasetID = 26, tp = 2"

[1] "processing = Prunella modularis, datasetID = 26, tp = 2"

[1] "processing = Psittacula eupatria, datasetID = 26, tp = 2"

[1] "processing = Psittacula krameri, datasetID = 26, tp = 2"

[1] "processing = Pterocles alchata, datasetID = 26, tp = 2"

[1] "processing = Pterocles orientalis, datasetID = 26, tp = 2"

[1] "processing = Ptyonoprogne rupestris, datasetID = 26, tp = 2"

[1] "processing = Puffinus lherminieri, datasetID = 26, tp = 2"

[1] "processing = Puffinus mauretanicus, datasetID = 26, tp = 2"

[1] "processing = Puffinus puffinus, datasetID = 26, tp = 2"

[1] "processing = Puffinus yelkouan, datasetID = 26, tp = 2"

[1] "processing = Pyrrhocorax graculus, datasetID = 26, tp = 2"

[1] "processing = Pyrrhocorax pyrrhocorax, datasetID = 26, tp = 2"

[1] "processing = Pyrrhula pyrrhula, datasetID = 26, tp = 2"

[1] "processing = Rallus aquaticus, datasetID = 26, tp = 2"

[1] "processing = Recurvirostra avosetta, datasetID = 26, tp = 2"

[1] "processing = Regulus ignicapilla, datasetID = 26, tp = 2"

[1] "processing = Regulus regulus, datasetID = 26, tp = 2"

[1] "processing = Remiz pendulinus, datasetID = 26, tp = 2"

[1] "processing = Riparia riparia, datasetID = 26, tp = 2"

[1] "processing = Rissa tridactyla, datasetID = 26, tp = 2"

[1] "processing = Saxicola rubetra, datasetID = 26, tp = 2"

[1] "processing = Saxicola torquatus, datasetID = 26, tp = 2"

[1] "processing = Scolopax rusticola, datasetID = 26, tp = 2"

[1] "processing = Serinus serinus, datasetID = 26, tp = 2"

[1] "processing = Sitta europaea, datasetID = 26, tp = 2"

[1] "processing = Sitta neumayer, datasetID = 26, tp = 2"

[1] "processing = Somateria mollissima, datasetID = 26, tp = 2"

[1] "processing = Somateria spectabilis, datasetID = 26, tp = 2"

[1] "processing = Spatula clypeata, datasetID = 26, tp = 2"

[1] "processing = Spatula querquedula, datasetID = 26, tp = 2"

[1] "processing = Spilopelia senegalensis, datasetID = 26, tp = 2"

[1] "processing = Spinus spinus, datasetID = 26, tp = 2"

[1] "processing = Stercorarius longicaudus, datasetID = 26, tp = 2"

[1] "processing = Stercorarius parasiticus, datasetID = 26, tp = 2"

[1] "processing = Stercorarius pomarinus, datasetID = 26, tp = 2"

[1] "processing = Sterna dougallii, datasetID = 26, tp = 2"

[1] "processing = Sterna hirundo, datasetID = 26, tp = 2"

[1] "processing = Sterna paradisaea, datasetID = 26, tp = 2"

[1] "processing = Sternula albifrons, datasetID = 26, tp = 2"

[1] "processing = Streptopelia decaocto, datasetID = 26, tp = 2"

[1] "processing = Streptopelia turtur, datasetID = 26, tp = 2"

[1] "processing = Strix aluco, datasetID = 26, tp = 2"

[1] "processing = Strix nebulosa, datasetID = 26, tp = 2"

[1] "processing = Strix uralensis, datasetID = 26, tp = 2"

[1] "processing = Sturnus unicolor, datasetID = 26, tp = 2"

[1] "processing = Sturnus vulgaris, datasetID = 26, tp = 2"

[1] "processing = Surnia ulula, datasetID = 26, tp = 2"

[1] "processing = Sylvia atricapilla, datasetID = 26, tp = 2"

[1] "processing = Sylvia borin, datasetID = 26, tp = 2"

[1] "processing = Sylvia cantillans, datasetID = 26, tp = 2"

[1] "processing = Sylvia communis, datasetID = 26, tp = 2"

[1] "processing = Sylvia conspicillata, datasetID = 26, tp = 2"

[1] "processing = Sylvia crassirostris, datasetID = 26, tp = 2"

[1] "processing = Sylvia curruca, datasetID = 26, tp = 2"

[1] "processing = Sylvia hortensis, datasetID = 26, tp = 2"

[1] "processing = Sylvia melanocephala, datasetID = 26, tp = 2"

[1] "processing = Sylvia nisoria, datasetID = 26, tp = 2"

[1] "processing = Sylvia undata, datasetID = 26, tp = 2"

[1] "processing = Syrmaticus reevesii, datasetID = 26, tp = 2"

[1] "processing = Tachybaptus ruficollis, datasetID = 26, tp = 2"

[1] "processing = Tachymarptis melba, datasetID = 26, tp = 2"

[1] "processing = Tadorna ferruginea, datasetID = 26, tp = 2"

[1] "processing = Tadorna tadorna, datasetID = 26, tp = 2"

[1] "processing = Tarsiger cyanurus, datasetID = 26, tp = 2"

[1] "processing = Tetrao urogallus, datasetID = 26, tp = 2"

[1] "processing = Tetrax tetrax, datasetID = 26, tp = 2"

[1] "processing = Thalasseus sandvicensis, datasetID = 26, tp = 2"

[1] "processing = Threskiornis aethiopicus, datasetID = 26, tp = 2"

[1] "processing = Tichodroma muraria, datasetID = 26, tp = 2"

[1] "processing = Tringa erythropus, datasetID = 26, tp = 2"

[1] "processing = Tringa glareola, datasetID = 26, tp = 2"

[1] "processing = Tringa nebularia, datasetID = 26, tp = 2"

[1] "processing = Tringa ochropus, datasetID = 26, tp = 2"

[1] "processing = Tringa stagnatilis, datasetID = 26, tp = 2"

[1] "processing = Tringa totanus, datasetID = 26, tp = 2"

[1] "processing = Troglodytes troglodytes, datasetID = 26, tp = 2"

[1] "processing = Turdus iliacus, datasetID = 26, tp = 2"

[1] "processing = Turdus merula, datasetID = 26, tp = 2"

[1] "processing = Turdus philomelos, datasetID = 26, tp = 2"

[1] "processing = Turdus pilaris, datasetID = 26, tp = 2"

[1] "processing = Turdus torquatus, datasetID = 26, tp = 2"

[1] "processing = Turdus viscivorus, datasetID = 26, tp = 2"

[1] "processing = Tyto alba, datasetID = 26, tp = 2"

[1] "processing = Upupa epops, datasetID = 26, tp = 2"

[1] "processing = Uria aalge, datasetID = 26, tp = 2"

[1] "processing = Uria lomvia, datasetID = 26, tp = 2"

[1] "processing = Vanellus vanellus, datasetID = 26, tp = 2"

[1] "processing = Xenus cinereus, datasetID = 26, tp = 2"

[1] "processing = Zapornia parva, datasetID = 26, tp = 2"

[1] "processing = Zapornia pusilla, datasetID = 26, tp = 2"

Code

tictoc::toc() # 297.64 sec elapsed

801.14 sec elapsed

Bind back together:

Code

data_range_geometries <- list_range_geometries %>%
  bind_rows()

data_final <- data_range_geometries %>%
  left_join(data_atlas_geometry, by = "datasetID") %>%
  ungroup() %>%
  distinct(datasetID, samplingPeriodID, verbatimIdentification, .keep_all = TRUE)

head(data_final)

# A tibble: 6 × 12
  datasetID samplingPeriodID verbatimIdentification     circNorm
      <int>            <dbl> <chr>                         <dbl>
1         5                1 Accipiter gentilis             12.3
2         5                1 Accipiter nisus                13.4
3         5                1 Acrocephalus arundinaceus      76.3
4         5                1 Acrocephalus palustris         19.9
5         5                1 Acrocephalus schoenobaenus     62.8
6         5                1 Acrocephalus scirpaceus        36.1
# ℹ 8 more variables: minDist_toBorder_centr <dbl>, atlas_xmin <dbl>,
#   atlas_xmax <dbl>, atlas_xhalf <dbl>, atlas_ymin <dbl>, atlas_ymax <dbl>,
#   atlas_yhalf <dbl>, atlas_circNorm <dbl>

Checks:

Code

colSums(is.na(data_final)) #no NAs

             datasetID       samplingPeriodID verbatimIdentification 
                     0                      0                      0 
              circNorm minDist_toBorder_centr             atlas_xmin 
                     0                      0                      0 
            atlas_xmax            atlas_xhalf             atlas_ymin 
                     0                      0                      0 
            atlas_ymax            atlas_yhalf         atlas_circNorm 
                     0                      0                      0 

Save data to .rds

Code

saveRDS(data_final, here("Data/output/A_predictors/Range_geometries.rds"))