cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0165886.10fu
title: SH0165886.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.p43zss
title: Occurrence Download

description: A dataset containing 193758 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UEC - Herbário da Universidade Estadual de Campinas"
 ]
}

 The dataset includes 193758 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141670-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mwx83
title: Occurrence Download

description: A dataset containing 3639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portumnus latipes (Pennant, 1777)"
 ]
}

 The dataset includes 3639 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130882-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qfbgp
title: Occurrence Download

description: A dataset containing 28651 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplocarpus foetidus (L.) Salisb. ex W.P.C.Barton"
 ]
}

 The dataset includes 28651 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265232-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyyhpr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenetrium bowmani Kensley, 1984"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120769-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prcvdx
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portumnus lysianassa (Herbst, 1801)"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130883-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sugk9d
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna ferruginea (Pallas, 1764)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria)"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141223-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7eswj
title: Occurrence Download

description: A dataset containing 951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Fossil)",
 "Country is one of (Barbados, Peru, Ecuador)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Parastygarctus higginsi Renaud-Debyser, 1965, Iguana Laurenti, 1768)"
 ]
}

 The dataset includes 951 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130903-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq8qmm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hansenium medipacificum (Miller, 1941)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nh8pb
title: Occurrence Download

description: A dataset containing 166296 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is RUS.23_1"
 ]
}

 The dataset includes 166296 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141673-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2x7em
title: Occurrence Download

description: A dataset containing 5866 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanerpes hypopolius (Wagler, 1829)"
 ]
}

 The dataset includes 5866 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120773-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv5hab
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Praunus inermis (Rathke, 1843)"
 ]
}

 The dataset includes 598 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130905-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jbnxy
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hamodactylus boschmai Holthuis, 1952"
 ]
}

 The dataset includes 77 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120757-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ansj7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesarmoides longipes (Krauss, 1843)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132418-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqm949
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prethura hutchingsae Kensley, 1982"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130908-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgjc6c
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deirochelys reticularia miaria Schwartz, 1956"
 ]
}

 The dataset includes 150 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120758-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdzjs8
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Schizoporella unicornis (Johnston, 1844)"
 ]
}

 The dataset includes 917 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132422-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkuwye
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophophora williamsii (Lem. ex Salm-Dyck) J.M.Coult."
 ]
}

 The dataset includes 1117 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130875-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf6twm
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna ferruginea (Pallas, 1764)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria)"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141225-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyk4h9
title: Occurrence Download

description: A dataset containing 3926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.94634 29.23263,-97.90661 29.23263,-97.90661 30.28548,-99.94634 30.28548,-99.94634 29.23263))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eurycea Rafinesque, 1822"
 ]
}

 The dataset includes 3926 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120760-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghnt5q
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shoemakerella barnardi Lowry & Stoddart, 2009"
 ]
}

 The dataset includes 103 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132436-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjsun6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Porcellidium erythrum Hicks, 1971"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130876-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akrzg4
title: Occurrence Download

description: A dataset containing 2632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercusia quercus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2632 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120762-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c66rcd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Probopyrus alcocki (Chopra, 1923)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130951-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8qzg9
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siamosquilla laevicaudata (Sun & Yang, 1998)"
 ]
}

 The dataset includes 200 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k67ty
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hansenomysis angusticauda O.Tattersall, 1961"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120778-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpq2ye
title: Occurrence Download

description: A dataset containing 1240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portunus armatus (A.Milne-Edwards, 1861)"
 ]
}

 The dataset includes 1240 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130888-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f49jp
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen)",
 "TaxonKey is Cabassous McMurtrie, 1831"
 ]
}

 The dataset includes 362 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164505-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqvbmq
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sicyonia australiensis Hanamura & Wadley, 1998"
 ]
}

 The dataset includes 33 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132457-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p99gg
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portunus convexus De Haan, 1835"
 ]
}

 The dataset includes 48 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130889-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k55p8d
title: Occurrence Download

description: A dataset containing 34450 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Utricularia intermedia Hayne"
 ]
}

 The dataset includes 34450 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265221-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnt3xp
title: Occurrence Download

description: A dataset containing 11531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Paullinia pinnata Pasq., Paullinia pinnata L., Paullinia pinnata Griseb.)"
 ]
}

 The dataset includes 11531 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164541-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfg5dt
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Portunus pubescens (Dana, 1852)"
 ]
}

 The dataset includes 104 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130892-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzuxdj
title: Occurrence Download

description: A dataset containing 11918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tipularia discolor (Pursh) Nutt."
 ]
}

 The dataset includes 11918 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265242-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mgp35
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.64723 27.74421,-66.35277 27.74421,-66.35277 42.25579,-102.64723 42.25579,-102.64723 27.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phausis reticulata (Say, 1825)"
 ]
}

 The dataset includes 110 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006776-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14511630
title: Dataset for Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing

description: Corresponding peer-reviewed publication



Yang, Y., Feng, D., Beck, H.E., Hu, W., Abbas, A., Sengupta, A., Delle Monache, L., Hartman, R., Lin, P., Shen, C. and Pan, M. Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing. Water Resources Research (In Review). DOI: 10.22541/essoar.169724927.73813721/v1.

For updates and revisions to the original manuscript, please refer to the AGU 2024 presentation available on the GRADES-hydroDL website: https://www.reachhydro.org/home/records/grades-hydrodl.


When using any of the files in this dataset, please cite both the article as mentioned above and the dataset herein. 

 

Summary

This dataset contains input files for developing GRADES-hydroDL dataset and final evaluation metrics.



training_gauge_information.csv: The basic information of the 4215 basins selected for LSTM training.

training_gauge_attr.csv: The static attributes of the 4215 training basins used in the LSTM training process.

10fold_training_basin.zip:  The training basins and corresponding test basins for the 10-fold cross-validation experiments.

global_025d_gridinfo.csv:  The basic information of the global 0.25-degree grids used for LSTM application.

metrics.zip: All evaluation results of all experiments used in the article.
DOI: 10.5281/zenodo.14511629
title: Dataset for Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing

description: Corresponding peer-reviewed publication



Yang, Y., Feng, D., Beck, H.E., Hu, W., Sengupta, A., Delle Monache, L., Hartman, R., Lin, P., Shen, C. and Pan, M. Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing. Water Resources Research (Under Review). DOI: 10.22541/essoar.169724927.73813721/v1.

For updates and revisions to the original manuscript, please refer to the AGU 2024 presentation available on the GRADES-hydroDL website: https://www.reachhydro.org/home/records/grades-hydrodl.


When using any of the files in this dataset, please cite both the article as mentioned above and the dataset herein. 

 

Summary

This dataset contains input files for developing GRADES-hydroDL (global reach level daily discharge based on machine learning and river routing model) dataset and final evaluation metrics.



GRADES-hydroDL.pdf: The details of GRADES-hydroDL dataset, including overview, download links, instructions, etc.

training_gauge_information.csv: The basic information of the 4215 basins selected for LSTM training.

training_gauge_attr.csv: The static attributes of the 4215 training basins used in the LSTM training process.

10fold_training_basin.zip:  The training basins and corresponding test basins for the 10-fold cross-validation experiments.

global_025d_gridinfo.csv:  The basic information of the global 0.25-degree grids used for LSTM application.

metrics.zip: All evaluation results of all experiments used in the article.
DOI: 10.3535/jxw-nts-6hf
title: Ageratum conyzoides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wf0-04q-zm9
title: Ageratum corymbosum Zucc.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fcp-bjs-kry
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6dg-rqq-02q
title: Aconitum ochroleucum Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v97-c82-9tp
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ldy-0w4-463
title: Adenanthera pavonina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lnk-jna-y1p
title: Ambrosia bidentata Michx.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9mh-pek-ftx
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qe9-9rs-8eq
title: Agrimonia eupatoria L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fkr-m9x-njw
title: Berteroa incana (L.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/th7-zpk-r41
title: Aconitum degenii subsp. paniculatum (Arcang.) Mucher

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.