cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34740/kaggle/dsv/12839391
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.br5724
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudosuccinea columella",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033089-250811113504898/datasets/export for details.
DOI: 10.15468/dl.pej7bs
title: Occurrence Download

description: A dataset containing 126031 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Occurrence Dataset"
 ]
}

 The dataset includes 126031 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033073-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/c9j6c-r0y56
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-11-08</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-57.0°, 57.0°), step: 3°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 27500x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-90/rawdata/</p>Fjoh4_57.mrc,  Tilt Series (Pixel Size 0.39 nm), 683.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-90/rawdata/Fjoh4_57.mrc"
        > <i class="download icon"></i> Download </a></p>

        Fjoh4_57_full.rec,  Reconstruction (Pixel Size 1.56 nm), 267.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-90/3dimage_98606/Fjoh4_57_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/vw15m-zmw44
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-10-22</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-55.0°, 55.0°), step: 1°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -4.0 μm,  magnification: 27500x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-10-22-80/rawdata/</p>Fjoh1_40.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-10-22-80/rawdata/Fjoh1_40.mrc"
        > <i class="download icon"></i> Download </a></p>

        Fjoh1_40_full.rec,  Reconstruction (Pixel Size 1.56 nm), 267.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-10-22-80/3dimage_98326/Fjoh1_40_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/7x909-sy380
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-11-08</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-57.0°, 57.0°), step: 3°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 27500x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-71/rawdata/</p>Fjoh4_38.mrc,  Tilt Series (Pixel Size 0.39 nm), 626.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-71/rawdata/Fjoh4_38.mrc"
        > <i class="download icon"></i> Download </a></p>

        Fjoh4_38_full.rec,  Reconstruction (Pixel Size 1.56 nm), 267.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-11-08-71/3dimage_98567/Fjoh4_38_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/6dk5c-9r769
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-07-25</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 170.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-26/rawdata/</p>Fjon4_22.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.8 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-26/rawdata/Fjon4_22.mrc"
        > <i class="download icon"></i> Download </a></p>

        Fjon4_22_full.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-26/3dimage_93782/Fjon4_22_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/nmgmb-wny65
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-07-25</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 170.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-30/rawdata/</p>Fjon4_26.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-30/rawdata/Fjon4_26.mrc"
        > <i class="download icon"></i> Download </a></p>

        Fjon4_26_full.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-07-25-30/3dimage_93794/Fjon4_26_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.uua888
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudosuccinea columella",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033090-250811113504898/datasets/export for details.
DOI: 10.22002/414cd-yxk21
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-09-06</p>
<strong>Data Taken By:</strong> Jun Zhang</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 41000x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-116/rawdata/</p>JV9264_B44.mrc,  Tilt Series (Pixel Size 0.2654 nm), 1.5 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-116/rawdata/JV9264_B44.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9264_B44_full.rec,  Reconstruction (Pixel Size 1.0616 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-116/3dimage_98009/JV9264_B44_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/fcfda-a5805
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-12-06</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -9.0 μm,  magnification: 26000x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-06-9/rawdata/</p>conjugation16.mrc,  Tilt Series (Pixel Size 0.53 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-06-9/rawdata/conjugation16.mrc"
        > <i class="download icon"></i> Download </a></p>

        conjugation16_full.rec,  Reconstruction (Pixel Size 2.12 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-06-9/3dimage_98888/conjugation16_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.a3fm5x
title: Occurrence Download

description: A dataset containing 104474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lepidium draba"
 ]
}

 The dataset includes 104474 records from 1122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033007-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng92j8
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesembryanthemum crystallinum L.",
 "Country is Algeria"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008163-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sng5ew
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manis pentadactyla Linnaeus, 1758"
 ]
}

 The dataset includes 889 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008165-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kvx-ffx-82m
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sng-el1-bde
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1tz-wbc-gve
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5st-2ll-346
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/skn-34m-6vc
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3s-514-3lb
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eej-jpw-vsc
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6r5-2n9-0jt
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzf-arl-xka
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40b-41b-4mc
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/me4-q60-r35
title: Acrocodia indica (Desmarest, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s8f-c0j-ve5
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9g-h93-bnh
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfa-a2y-q2n
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.yzxuqe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylototriton himalayanus",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023607-250811113504898/datasets/export for details.
DOI: 10.3535/a7h-rrf-kpn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdd-l8y-6ga
title: Symphalangus syndactylus (Raffles, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gww-swq-58r
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hny-ar4-3nd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fae-jsq-q2d
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4d-xvj-nef
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y3v-g8s-726
title: Hystrix Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46c-hf2-4vr
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ljj-2ra-yb3
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8t-2ar-d41
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8z-hgk-v87
title: Bubalus C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7kh-k6y-zr8
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bma-brc-2wa
title: Macaca Lacépède, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.57837/actris-ares/j0m5-rv31
title: ACTRIS-EARLINET 2025 particle depolarization ratio profiles at 355nm over POT Potenza-Italy

description: ACTRIS-EARLINET 2025 particle depolarization ratio profiles at 355nm over POT Potenza-Italy.
This dataset collects all the particle depolarization ratio profiles at 355nm collected in 2025 at the aerosol remote sensing POT station (Potenza – Italy). Related files also contain volume depolarization ratio profiles at the same wavelength. This dataset is incremental: data collected in 2025 are added as soon as a new observation is collected in 2025 and added to the ACTRIS/EARLINET database.
DOI: 10.3535/l4c-htp-yew
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jnp-y5k-h3z
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mz1-5v4-lej
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5xn-xdv-rlh
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chq-yam-nhc
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/16r-mge-rr8
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sg-zj1-1dt
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9g7-7lg-g89
title: Symphalangus syndactylus (Raffles, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rap-a5b-t58
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlq-hjd-4cm
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ka-rz1-sc4
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e27-la4-qcx
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.s2jjn4
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.93107 -6.96621,-64.06893 -6.96621,-64.06893 4.96621,-93.93107 4.96621,-93.93107 -6.96621))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cotopaxia asplundii Mathias & Constance"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012941-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13751511
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/phrrpf
title: Ceratophysella lobata sp. n. from Siberia with notes on C. brevisensillata Yosii, 1961 (Collembola: Hypogastruridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Babenko, Anatoly, Skarżyński, Dariusz (2011): Ceratophysella lobata sp. n. from Siberia with notes on C. brevisensillata Yosii, 1961 (Collembola: Hypogastruridae). Revue suisse de Zoologie 118 (2): 257-264, DOI: 10.5962/bhl.part.117808, URL: http://www.biodiversitylibrary.org/part/117808
DOI: 10.5281/zenodo.17611679
title: Data for the paper "RF-Bench: A Deep Learning-based Benchmark for Hourly Runoff and Flood Forecasting"

description: # Data for the paper "RF-Bench: A Deep Learning-based Benchmark for Hourly Runoff and Flood Forecasting". We encourage and thank all contributors to open source work.

Github:https://github.com/binbinlan/RF-Bench

# version 1.0

- File  attributes.rar contains catchments attributes data. By using the CAMELS attributes in your publication(s), you agree to cite:

Addor, N., Newman, A. J., Mizukami, N. and Clark, M. P.: The CAMELS data set: catchment attributes and meteorology for large-sample studies, Hydrology and Earth System Sciences, doi:10.5194/hess-2017-169, 2017.

- File  forcings_and_runoff.rar contains the meteorological forcings and runoff records . By using the meteorological forcings and runoff records in your publication(s), you agree to cite:

Martin Gauch , Frederik Kratzert, Daniel Klotz, Grey Nearing, jimmy Lin, and Sepp Hochreiter. :Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network, Hydrology and Earth System Sciences,doi:10.5194/hess-25-2045-2021,2021.

Newman, A. J., Clark, M. P., Sampson, K., Wood, A., Hay, L. E., Bock, A., Viger, R., Blodgett, D., Brekke, L., Arnold, J. R., Hopson, T. and Duan, Q.: Development of a large-sample watershed-scale hydrometeorological dataset for the contiguous USA: dataset characteristics and assessment of regional variability in hydrologic model performance, Hydrology and Earth System Sciences, 19, 209–223, doi:10.5194/hess-19-209-2015, 2015.
DOI: 10.5281/zenodo.17611680
title: Data for the paper "RF-Bench: A Deep Learning-based Benchmark for Hourly Runoff and Flood Forecasting"

description: # Data for the paper "RF-Bench: A Deep Learning-based Benchmark for Hourly Runoff and Flood Forecasting". We encourage and thank all contributors to open source work.

Github:https://github.com/binbinlan/RF-Bench

# version 1.0

- File  attributes.rar contains catchments attributes data. By using the CAMELS attributes in your publication(s), you agree to cite:

Addor, N., Newman, A. J., Mizukami, N. and Clark, M. P.: The CAMELS data set: catchment attributes and meteorology for large-sample studies, Hydrology and Earth System Sciences, doi:10.5194/hess-2017-169, 2017.

- File  forcings_and_runoff.rar contains the meteorological forcings and runoff records . By using the meteorological forcings and runoff records in your publication(s), you agree to cite:

Martin Gauch , Frederik Kratzert, Daniel Klotz, Grey Nearing, jimmy Lin, and Sepp Hochreiter. :Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network, Hydrology and Earth System Sciences,doi:10.5194/hess-25-2045-2021,2021.

Newman, A. J., Clark, M. P., Sampson, K., Wood, A., Hay, L. E., Bock, A., Viger, R., Blodgett, D., Brekke, L., Arnold, J. R., Hopson, T. and Duan, Q.: Development of a large-sample watershed-scale hydrometeorological dataset for the contiguous USA: dataset characteristics and assessment of regional variability in hydrologic model performance, Hydrology and Earth System Sciences, 19, 209–223, doi:10.5194/hess-19-209-2015, 2015.
DOI: 10.5281/zenodo.17621556
title: Dataset Survey Result
DOI: 10.5281/zenodo.17621557
title: Dataset Survey Result
DOI: 10.5281/zenodo.17621349
title: Data input for AI framework for modelling vegetation photosynthesis anomalies in India corresponding to tropical oceanic variability
DOI: 10.5281/zenodo.17621348
title: Data input for AI framework for modelling vegetation photosynthesis anomalies in India corresponding to tropical oceanic variability