cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18430790
title: Subseasonal Precipitation Prediction in the Yangtze River Delta Region Using an Adaptive Bias Correction Method

description: In this study, we focus on subseasonal precipitation forecasting in the Yangtze River Basin. The selected geographical area ranges from 25° to 36° N and 110° to 121° E (Figure 1). The data used in this study include daily precipitation data from the National Oceanic and Atmospheric Administration (NOAA) Climate Prediction Center (CPC), covering the period from 1979 to 2021, with a resolution of 0.5°×0.5°. This study also uses daily reanalysis data from the CFS dynamical model provided by Subseasonal Experiment (SubX) for the period 1999–2017 , as well as the six-hour forecast data released from 2017 to 2021. Each forecast release includes predictions for the 0–43-day period ahead (. Additionally, weekly precipitation forecasts from the ECMWF model were used, covering 1995–2021, respectively. These include control forecasts (both forecast and reforecast), 50-member perturbation forecasts from 2015 to 2021, and 10-member reforecast data from 1995 to 2014, with a resolution of 1.5°×1.5°. The forecast lead time for EC models is 0–43 days . In this study, the historical observed data for the same time period come from the China Meteorological Administration Land Data Assimilation System (CLDAS) dataset , with a resolution of 0.0625°×0.0625°, and the time period for comparison and evaluation with forecast results is 2021.
DOI: 10.15468/dl.bee8yh
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloncoba glauca",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 725 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002829-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7qhmx
title: Occurrence Download

description: A dataset containing 9230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterygoplichthys parnaibae, Pterygoplichthys lituratus, Pterygoplichthys joselimaianus, Pterygoplichthys xinguensis, Pterygoplichthys zuliaensis, Pterygoplichthys disjunctivus, Hemigrammus newboldi, Heterocharax macrolepis, Hoplocharax goethei, Hyphessobrycon albolineatum, Hyphessobrycon fernandezi, Iguanodectes geisleri, Iguanodectes adujai, Lonchogenys ilisha, Markiana geayi, Moenkhausia miangi, Mylesinus schomburgkii, Belonion dibranchodon, Microphilypnus amazonicus, Microphilypnus macrostoma, Microphilypnus ternetzi, Uaru fernandezyepezi, Parapristella georgiae, Poptella compressa, Poptella longipinnis, Neosiluroides cooperensis, Pristobrycon careospinus, Pristobrycon maculipinnis, Serrasalmus gouldingi, Anabarilius brevianalis, Anabarilius transmontanus, Anabarilius longicaudatus, Anabarilius liui, Anabarilius yangzonensis, Anabarilius maculatus, Anabarilius macrolepis, Anabarilius songmingensis, Anabarilius qionghaiensis, Anabarilius grahami, Anabarilius andersoni, Anabarilius qiluensis, Anabarilius xundianensis, Anabarilius alburnops, Mazarunia mazarunii, Roeboides microlepis, Serrabrycon magoi, Serrasalmus altuvei, Megalocentor echthrus, Rasbora tobana, Creagrutus kunturus, Phenacogaster jancupa, Microctenopoma uelense, Neosilurus gloveri, Phenacogaster tegatus, Phenacogaster calverti, Roeboides descalvadensis, Roeboides occidentalis, Charax caudimaculatus, Microctenopoma nigricans, Microctenopoma milleri, Sicyopus discordipinnis, Sicyopus multisquamatus, Orthochromis kasuluensis, Orthochromis mazimeroensis, Auchenipterichthys punctatus, Auchenipterus nuchalis, Orthochromis mosoensis, Orthochromis rubrolabialis, Auchenipterus brachyurus, Orthochromis uvinzae, Orthochromis luichensis, Orthochromis rugufuensis, Trachelyopterus lacustris, Tatia intermedia, Trachelyopterus ceratophysus, Trachelyopterus teaguei, Haplochromis mbipi, Haplochromis luteus, Haplochromis azureus, Haplochromis igneopinnis, Haplochromis macrocephalus, Apistogramma hoignei, Bujurquina oenolaemus, Chocoheros microlepis, Crenicichla labrina, Crenicichla frenata, Crenicichla marmorata, Crenicichla strigata, Gymnogeophagus meridionalis, Gymnogeophagus lacustris, Heros efasciatus, Heros spurius, Mesonauta acora, Crenicichla iguassuensis, Satanoperca lilith, Crenicichla jaguarensis, Crenicichla notophthalmus, Crenicichla haroldoi, Crenicichla tigrina, Aequidens rondoni)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9230 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002830-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y9pd9
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hapalochlaena"
 ]
}

 The dataset includes 1683 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002831-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7arj3u
title: Occurrence Download

description: A dataset containing 11594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyprinus chilia, Astyanax orthodus, Astyanax poetzschkei, Brachychalcinus retrospina, Astyanax bransfordii, Gymnotus maculosus, Gymnotus bahianus, Hemibagrus macropterus, Astyanax caballeroi, Brittanichthys axelrodi, Brittanichthys myersi, Brycon opalinus, Brycon amazonicus, Brycon hilarii, Brycon chagrensis, Brycon striatulus, Brycon orthotaenia, Sternopygus xingu, Brycon rubricauda, Brycon labiatus, Brycon oligolepis, Brycon petrosus, Brycon meeki, Brycon obscurus, Brycon behreae, Brycon coxeyi, Brycon posadae, Macrotrema caligans, Gambusia sexradiata, Brycon medemi, Bryconamericus peruanus, Bryconops gracilis, Bryconops giacopinii, Carlana eigenmanni, Ceratobranchia elatior, Characidium purpuratum, Characidium borellii, Characidium laterale, Characidium brevirostre, Characidium interruptum, Characidium pteroides, Characidium phoxocephalum, Characidium caucanum, Characidium crandellii, Characidium declivirostre, Characidium hasemani, Characidium bolivianum, Characidium marshi, Characidium chupa, Characidium timbuiense, Characidium lauroi, Characidium japuhybense, Characidium schubarti, Characidium sanctjohanni, Characidium roesseli, Characidium lanei, Characidium oiticicai, Characidium vidali, Characidium boehlkei, Charax tectifer, Charax hemigrammus, Charax rupununi, Charax apurensis, Pseudocheirodon arnoldi, Compsura gorgonae, Jenynsia obscura, Jenynsia maculata, Jenynsia eigenmanni, Jenynsia alternimaculata, Jenynsia eirmostigma, Jenynsia unitaenia, Jenynsia sanctaecatarinae, Batrachoides gilberti, Cyphocharax laticlavius, Potamorhina squamoralevis, Atherinella crystallina, Psectrogaster falcata, Psectrogaster rhomboides, Psectrogaster curviventris, Psectrogaster saguiru, Steindachnerina dobula, Atherinella balsana, Steindachnerina elegans, Steindachnerina brevipinna, Steindachnerina amazonica, Trichomycterus corduvensis, Steindachnerina atratoensis, Steindachnerina notonota, Steindachnerina pupula, Prochilodus costatus, Enteromius olivaceus, Atherinella sallei, Enteromius pseudotoppini, Atherinella lisa, Chiloglanis rukwaensis, Chiloglanis trilobatus, Synodontis ricardoae, Atherinella chagresi, Chiloglanis mbozi, Synodontis rukwaensis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11594 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002832-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18301098
title: Adk evolvability data and analysis scripts

description: Overview

A collection of scripts for quantifying doubling time and population diversity via Nanopore sequencing.

All scripts were run in Spyder using conda 24.11.3.

Code Usage 

Turbidostat analysis

python analyze_turbidostat.py 

Running this script will output a csv file with doubling times calculated from growth of OD-regulated cultures in a Chi.Bio turbidostat. 

Nanopore sequencing data analysis

Raw fastq reads obtained from Plasmidsaurus were analyzed via the longread_umi pipeline: https://github.com/SorenKarst/longread_umi 

Output consensus file is used as the input for analyze_vars.py.

Running this script requires biopython ≤ 1.84 for use of the MafftCommandLine wrapper. It will output intermediate fasta and csv files for each replicate in the dataset:



output_condensed.csv is the output of condensing all amplicons from longread_umi output into a dataframe of unique sequences, with a column that counts how many times each sequence is found. 

MAFFT.fasta is the output of MafftCommandLine wrapper, which aligns each sequence in output_condensed.csv to a reference 

regions.csv is the output of splitting each amplicon into regions (e.g., promoter, RBS, CDS, etc.). 

cleaned.csv is the output after removing contaminating sequences from the dataset, that may be introduced during any of the sample preparation steps. 

mut_name.csv is the output that names each sequence with respect to the reference (e.g., V4M for a valine to methionine substitution at position 4 of the Adk gene).



Note that in regions with repeated nucleotides, if gaps or insertions occur the assignent of the position of the gap/deletion is arbitrary. For example, a deletion of a cytosine in the sequence ACCCA could be defined as C2del, C3del, or C4 del. 



vars_avg.csv is the final output. Frequencies of all replicates are averaged together in a single csv that is easy to plot.
DOI: 10.5281/zenodo.18301099
title: Adk evolvability data and analysis scripts

description: Overview

A collection of scripts for quantifying doubling time and population diversity via Nanopore sequencing.

All scripts were run in Spyder using conda 24.11.3.

Code Usage 

Turbidostat analysis

python analyze_turbidostat.py 

Running this script will output a csv file with doubling times calculated from growth of OD-regulated cultures in a Chi.Bio turbidostat. 

Nanopore sequencing data analysis

Raw fastq reads obtained from Plasmidsaurus were analyzed via the longread_umi pipeline: https://github.com/SorenKarst/longread_umi 

Output consensus file is used as the input for analyze_vars.py.

Running this script requires biopython ≤ 1.84 for use of the MafftCommandLine wrapper. It will output intermediate fasta and csv files for each replicate in the dataset:



output_condensed.csv is the output of condensing all amplicons from longread_umi output into a dataframe of unique sequences, with a column that counts how many times each sequence is found. 

MAFFT.fasta is the output of MafftCommandLine wrapper, which aligns each sequence in output_condensed.csv to a reference 

regions.csv is the output of splitting each amplicon into regions (e.g., promoter, RBS, CDS, etc.). 

cleaned.csv is the output after removing contaminating sequences from the dataset, that may be introduced during any of the sample preparation steps. 

mut_name.csv is the output that names each sequence with respect to the reference (e.g., V4M for a valine to methionine substitution at position 4 of the Adk gene).



Note that in regions with repeated nucleotides, if gaps or insertions occur the assignent of the position of the gap/deletion is arbitrary. For example, a deletion of a cytosine in the sequence ACCCA could be defined as C2del, C3del, or C4 del. 



vars_avg.csv is the final output. Frequencies of all replicates are averaged together in a single csv that is easy to plot.
DOI: 10.15468/dl.cuh5mt
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloncoba welwitschii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 631 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002833-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp4q7y
title: Occurrence Download

description: A dataset containing 35426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atherinella guija, Lacustricola centralis, Lacustricola matthesi, Haplochromis fuelleborni, Semaprochilodus laticeps, Haplochromis katavi, Chiloglanis kalambo, Atherinella alvarezi, Atherinella marvelae, Atherinella ammophila, Atherinella callida, Galaxias anomalus, Neochanna rekohua, Galaxias depressiceps, Galaxias pullus, Galaxias eldoni, Atherinella pellosemeion, Exallodontus aguanai, Gladioglanis conquistador, Atherinella elegans, Odontesthes nigricans, Rhamdia laukidi, Rhamdia muelleri, Imparfinis parvus, Brachyglanis microphthalmus, Parapimelodus nigribarbis, Phenacorhamdia macarenensis, Phenacorhamdia unifasciata, Pimelodella nigrofasciata, Pimelodus ortmanni, Leuciscus burdigalensis, Pimelodus paranaensis, Imparfinis longicaudus, Mastiglanis asopos, Microglanis nigripinnis, Rhamdella longiuscula, Rhamdia xetequepeque, Rhamdia jequitinhonha, Rhamdia itacaiunas, Horiomyzon retropinnatus, Laemolyta garmani, Megaleporinus muyscorum, Leporinus jatuncochi, Leporinus altipinnis, Pseudanos irinae, Schizodon nasutus, Schizodon platae, Schizodon borellii, Petulanos intermedius, Petulanos spiloclistron, Schizodon isognathus, Anostomus ucayalensis, Laemolyta fernandezi, Laemolyta nitens, Laemolyta orinocensis, Laemolyta proxima, Laemolyta varia, Leporellus pictus, Leporinus agassizii, Leporinus alternus, Megaleporinus conirostris, Hypomasticus copelandii, Leporinus cylindriformis, Megaleporinus elongatus, Leporinus klausewitzi, Synaptolaemus latofasciatus, Leporinus leschenaulti, Hypomasticus mormyrops, Leporinus paralternus, Leporinus steyermarki, Hypomasticus steindachneri, Leporinus subniger, Leporinus taeniatus, Pseudocheirodon terrabae, Odontostilbe dialeptura, Acestrocephalus sardina, Deuterodon stigmaturus, Roeboides biserialis, Gephyrocharax chaparae, Hemigrammus mahnerti, Hollandichthys multifasciatus, Hyphessobrycon maculicauda, Hyphessobrycon melasemeion, Hyphessobrycon meridionalis, Hyphessobrycon pytai, Hypobrycon leptorhynchus, Iguanodectes purusii, Knodus mizquae, Macropsobrycon uruguayanae, Markiana nigripinnis, Metynnis mola, Microgenys weyrauchi, Moenkhausia lata, Moenkhausia gracilima, Mylesinus paraschomburgkii, Myloplus arnoldi, Serrapinnus notomelas, Serrapinnus kriegi, Heterocheirodon yatai, Oligosarcus argenteus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35426 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002834-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emea9d
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hapalochlaena"
 ]
}

 The dataset includes 1683 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002835-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjk527
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camptostylus mannii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 625 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002836-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsj9fx
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fruit bats in secondary forests and reforestation areas within geothermal reservations in the Philippines"
 ]
}

 The dataset includes 190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002837-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygxpn7
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpotroche brasiliensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 587 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002838-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7cte2
title: Occurrence Download

description: A dataset containing 15751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oligosarcus bolivianus, Oligosarcus menezesi, Orthospinus franciscensis, Mimagoniates microlepis, Poptella paraguayensis, Prodontocharax howesi, Psellogrammus kennedyi, Pterobrycon myrnae, Roeboides xenodon, Roeboides prognathus, Roeboides ilseae, Roestes ogilviei, Serrasalmus nigricans, Serrasalmus manueli, Serrasalmus geryi, Serrasalmus neveriensis, Spintherobolus broccae, Stethaprion crenatum, Utiaritichthys sennaebragai, Utiaritichthys longidorsalis, Xenurobrycon macropus, Xenurobrycon polyancistrus, Serrasalmus eigenmanni, Serrasalmus medinai, Serrasalmus nalseni, Serrasalmus irritans, Thrissobrycon pectinifer, Chindongo demasoni, Aphyocharacidium bolivianum, Microschemobrycon melanotus, Astyanax trierythropterus, Aphyocheirodon hemigrammus, Astyanax atratoensis, Astyanax bourgeti, Astyanax goyacensis, Astyanax gracilior, Makunaima guaporensis, Makunaima multidens, Astyanax paranahybae, Deuterodon potaroensis, Astyanax nicaraguensis, Astyanax symmetricus, Astyanax baileyi, Bryconamericus motatanensis, Argopleura chocoensis, Argopleura conventus, Argopleura diquensis, Argopleura magdalenensis, Hemibrycon dentatus, Hemibrycon boquiae, Serrapinnus microdon, Brycon fowleri, Charax macrolepis, Parastremma sadina, Moenkhausia hasemani, Creagrutus gephyrus, Creagrutus paraguayensis, Compsura heterura, Roestes molossus, Hyphessobrycon catableptus, Genycharax tarpon, Gephyrocharax chocoensis, Gephyrocharax intermedius, Gephyrocharax whaleri, Hemibrycon orcesi, Hemigrammus matei, Hemigrammus tridens, Hyphessobrycon igneus, Glandulocauda melanopleura, Iotabrycon praecox, Landonia latidens, Leptobrycon jatuaranae, Stichonodon insignis, Moenkhausia affinis, Monotocheirodon pearsoni, Myleus micans, Myleus knerii, Myloplus tiete, Odontostoechus lethostigmus, Oligobrycon microstomus, Parastremma album, Parastremma pulchrum, Piabarchus analis, Piabucus melanostoma, Planaltina myersi, Poecilocharax bovaliorum, Deuterodon heterostomus, Pseudochalceus lineatus, Pseudochalceus kyburzi, Pterobrycon landoni, Rachoviscus crassiceps, Rhoadsia minor, Saccoderma robusta, Pristobrycon aureus, Schultzites axelrodi, Serrasalmus hollandi, Astyanax filiferus, Pseudochalceus longianalis, Cheirodon ibicuhiensis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15751 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002839-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk3ure
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Acipenseriformes, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.630957 19.966667,110.78571 19.966667,110.78571 21.783333,109.630957 21.783333,109.630957 19.966667))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002842-260129131611470/datasets/export for details.
DOI: 10.15468/dl.qys533
title: Occurrence Download

description: A dataset containing 148363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schizothorax pseudoaksaiensis, Leucalburnus satunini, Alburnus hohenackeri, Alburnus filippii, Acanthobrama microlepis, Hypostomus saramaccensis, Hedinichthys yarkandensis, Triplophysa sewerzowi, Hypostomus surinamensis, Hypostomus tenuis, Hypostomus ventromaculatus, Paraschistura cristata, Glyptothorax armeniacus, Guyanancistrus brevispinis, Lasiancistrus schomburgkii, Ancistrus trinitatis, Salmo labrax, Coregonus subautumnalis, Peckoltia braueri, Hemiancistrus macrops, Hemiancistrus megacephalus, Ancistrus leucostictus, Ancistrus lithurgicus, Ancistrus maracasae, Coregonus megalops, Ancistrus nudiceps, Coregonus maraena, Pseudacanthicus fordii, Pseudacanthicus leopardus, Pseudacanthicus serratus, Coregonus pallasii, Coregonus nilssoni, Thymallus nigrescens, Pungitius laevis, Ponticola constructor, Neogobius pallasi, Proterorhinus semipellucidus, Benthophilus kessleri, Megalocottus taeniopterus, Paralithoxus bovallii, Lithoxus lithoides, Paralithoxus pallidimaculatus, Paralithoxus surinamensis, Paralithoxus, Parotocinclus britskii, Parotocinclus collinsae, Hypoptopoma guianense, Harttiella crassicauda, Harttia surinamensis, Cteniloricaria maculata, Cteniloricaria platystoma, Sturisoma monopelte, Metaloricaria paucidens, Metaloricaria nijsseni, Farlowella nattereri, Farlowella rugosa, Farlowella reticulata, Rineloricaria platyura, Rineloricaria stewarti, Squalius microlepis, Telestes montenigrinus, Squalius zrmanjae, Telestes fontinalis, Pelasgus prespensis, Benthophilus ctenolepidus, Gymnogobius taranetzi, Coregonus baicalensis, Chondrostoma kubanicum, Barbus kubanicus, Barbus lacerta, Chirostoma chapalae, Chirostoma estor, Chirostoma sphyraena, Chondrostoma cyri, Luciobarbus caspius, Loricariichthys microdon, Loricaria nickeriensis, Triplophysa ulacholica, Seminemacheilus lendlii, Batrochoglanis transmontanus, Batrochoglanis villosus, Phenacorhamdia anisura, Phenacorhamdia boliviana, Phenacorhamdia somnians, Phenacorhamdia tenebrosa, Ictalurus ochoterenai, Nemuroglanis lanceolatus, Imparfinis cochabambae, Imparfinis guttatus, Phenacorhamdia hoehnei, Chirostoma patzcuaro, Chirostoma grandocule, Chirostoma labarcae, Chirostoma attenuatum, Chirostoma copandaro, Chirostoma lucius, Chirostoma compressum, Chirostoma humboldtianum, Imparfinis lineatus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148363 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002807-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.