cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fd3tzq
title: Occurrence Download

description: A dataset containing 91045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anagallis arvensis",
 "Year 1957-2022"
 ]
}

 The dataset includes 91045 records from 1080 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025565-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pvyjk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhopophilus pekinensis",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025635-250827131500795/datasets/export for details.
DOI: 10.15468/dl.a7ue5h
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025636-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17053456
title: Filling Streamflow Data Gaps in Indian Catchments Using Machine Learning and K-means Clustering
DOI: 10.5281/zenodo.17053455
title: Filling Streamflow Data Gaps in Indian Catchments Using Machine Learning and K-means Clustering
DOI: 10.15468/dl.44ft3w
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.11_1",
 "TaxonKey is Cerambyx cerdo"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025637-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj3a78
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025638-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3nscd
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025639-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpkusp
title: Occurrence Download

description: A dataset containing 430124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum vulgare"
 ]
}

 The dataset includes 430124 records from 881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025502-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbcyum
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phrynosoma orbiculare (Linnaeus, 1758)",
 "Year 1980-1989"
 ]
}

 The dataset includes 98 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056279-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh3h9g
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna y flora de la cuenca media del río Lebrija en Rionegro, Santander"
 ]
}

 The dataset includes 763 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046757-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy3nvq
title: Occurrence Download

description: A dataset containing 16109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Botryllus schlosseri (Pallas, 1766)"
 ]
}

 The dataset includes 16109 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053660-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksr58k
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Armillaria puiggarii Speg.)"
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018050-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8ydhj
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.6.38_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 441 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018059-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnqwfc
title: Occurrence Download

description: A dataset containing 714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Australia",
 "Month is June",
 "TaxonKey is Carcharodon carcharias (Linnaeus, 1758)",
 "Year 2010-2020"
 ]
}

 The dataset includes 714 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030775-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqk796
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 1315 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018092-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asv3ak
title: Occurrence Download

description: A dataset containing 993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "EstablishmentMeans is NATIVE"
 ]
}

 The dataset includes 993 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007388-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxmngc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Humphreysella mexicana (Kornicker & Iliffe, 1989)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018057-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2rhjn
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus concinna (Miq.) Miq."
 ]
}

 The dataset includes 441 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023502-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrdga4
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Australia",
 "Month is April",
 "TaxonKey is Carcharodon carcharias (Linnaeus, 1758)",
 "Year 2010-2020"
 ]
}

 The dataset includes 334 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030769-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2knmeo
title: Occurrence Download

description: A dataset containing 1142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudobombax ellipticum (Kunth) Dugand"
 ]
}

 The dataset includes 1142 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027434-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dwt8v
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix anticecrenata Kimura"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053663-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmblmr
title: Occurrence Download

description: A dataset containing 2121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Convolvulus valentinus Cav.",
 "TaxonKey is Convolvulus volubilis Brouss. ex Link",
 "TaxonKey is Corallorhiza trifida Châtel.",
 "TaxonKey is Coristospermum huteri (Porta) L.Sáez & Rosselló",
 "TaxonKey is Coronilla viminalis Salisb.",
 "TaxonKey is Coronopus navasii Pau",
 "TaxonKey is Crambe arborea Webb ex H.Christ",
 "TaxonKey is Crambe feuilleei A.Santos",
 "TaxonKey is Crambe laevigata DC. ex H.Christ",
 "TaxonKey is Crambe pritzelii Bolle",
 "TaxonKey is Crambe scoparia Svent.",
 "TaxonKey is Crambe sventenii B.Pett. ex Bramwell & Sundell",
 "TaxonKey is Crambe tamadabensis A.Prina & A.Marrero",
 "TaxonKey is Crambe wildpretii A.Prina & Bramwell",
 "TaxonKey is Crataegus laciniata Ucria",
 "TaxonKey is Crepis granatensis (Willk.) Blanca & Cueto",
 "TaxonKey is Crepis novoana S.Ortiz, X.Soñora & Rodr.Oubiña",
 "TaxonKey is 106177666",
 "TaxonKey is Cymbalaria fragilis (Rodr.) A.Chev.",
 "TaxonKey is Cymodocea nodosa (Ucria) Asch.",
 "TaxonKey is Cypripedium calceolus L.",
 "TaxonKey is Cytisus insularis S.Ortiz & Pulgar",
 "TaxonKey is Cytisus virgatus (Aiton) Vuk.",
 "TaxonKey is Dactylis metlesicsii P.Schönfelder & D.Ludw.",
 "TaxonKey is Dactylis smithii Link"
 ]
 }
 ]
}

 The dataset includes 2121 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007387-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jqgtu
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is ZMB",
 "GadmGid is ZWE",
 "GadmGid is MOZ"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 623 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067215-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wqiht
title: Occurrence Download

description: A dataset containing 4551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miscanthus sinensis Andersson"
 ]
}

 The dataset includes 4551 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007387-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c7k5j
title: Occurrence Download

description: A dataset containing 55562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de avistamiento y ahuyentamiento de fauna silvestre en el área de influencia del Proyecto Hidroeléctrico Ituango, durante los años 2012 - 2021"
 ]
}

 The dataset includes 55562 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046756-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppaxzn
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scleropyrum pentandrum (Dennst.) Mabb."
 ]
}

 The dataset includes 545 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018080-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfd986
title: Occurrence Download

description: A dataset containing 5785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.9_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Phragmites australis subsp. australis"
 ]
}

 The dataset includes 5785 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018054-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5vcz9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 50,-30 50,-30 90,-180 90,-180 50))",
 "HasCoordinate is true",
 "TaxonKey is Prorocentrum lima (Ehrenberg) Dodge, 1975",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040137-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr48yv
title: Occurrence Download

description: A dataset containing 78490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sparisoma viride (Bonnaterre, 1788)"
 ]
}

 The dataset includes 78490 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023504-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zzute
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Geometry POLYGON((-2.5993 58.49959,10.97925 63.85486,24.23421 71.10789,16.97613 76.45236,7.74376 74.4883,-8.07052 71.12403,-13.76668 65.10141,-2.5993 58.49959))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2018-2023"
 ]
}

 The dataset includes 293 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035678-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdjq8v
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PNG Invasive Species"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005586-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmvdv2
title: Occurrence Download

description: A dataset containing 158564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caretta caretta (Linnaeus, 1758)"
 ]
}

 The dataset includes 158564 records from 597 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035684-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttbc8w
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria valida (Greene) O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 66 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078689-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3xd42
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalotes pusillus (Klug, 1824)"
 ]
}

 The dataset includes 348 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076908-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5b3nt
title: Occurrence Download

description: A dataset containing 5712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum maritimum (L.) W.D.J.Koch",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5712 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409651-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgcf5j
title: Occurrence Download

description: A dataset containing 117107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "TaxonKey is Aves",
 "Year 1973-2023"
 ]
}

 The dataset includes 117107 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037550-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4ash5
title: Occurrence Download

description: A dataset containing 2529181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus L."
 ]
}

 The dataset includes 2529181 records from 2214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409652-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30585938
title: Dataset and codes of "A parallel resnet-transformer and cross-modal attention network for identification of rice blast resistance using UAV-based visible-infrared imagery"

description: This work exploited the potential of UAV-based visible-infrared imagery for rice blast resistance (RBR) identification, which is of significance to promote the rice breeding and ensure global food security.This repository contains the dataset of our research. The codes will be available once the paper can be accepted.
DOI: 10.6084/m9.figshare.30585938.v3
title: Dataset and codes of "A parallel resnet-transformer and cross-modal attention network for identification of rice blast resistance using UAV-based visible-infrared imagery"

description: This work exploited the potential of UAV-based visible-infrared imagery for rice blast resistance (RBR) identification, which is of significance to promote the rice breeding and ensure global food security.<br>This repository contains three sub folders: 1. data: the dataset of this paper2. codes: the codes of this paper3. weights: the training weights of our model<br><br>------## Requirements<br>- Python 3.8- PyTorch 2.1.0- TorchVision- Anaconda environment recommended here!- GPU environment is required for training and testing<br><br>## Usage------## TrainingThe script of train.py is used for training.<br>## TestingThe script of test.py is used for testing.