cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u8xk4m
title: Occurrence Download

description: A dataset containing 8709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suddia sagittifolia Renvoize, Symphyllocarpus exilis Maxim., Syngonanthus amazonicus Moldenke, Syngonanthus anomalus (Körn.) Ruhland, Syngonanthus anthemidiflorus (Bong.) Ruhland, Syngonanthus bellus Moldenke, Syngonanthus biformis (N.E.Br.) Gleason, Syngonanthus caulescens (Poir.) Ruhland, Syngonanthus chrysanthus (Bong.) Ruhland, Syngonanthus cuyabensis (Bong.) Giul., Hensold & L.R.Parra, Syngonanthus densiflorus (Körn.) Ruhland, Syngonanthus ferrensis Silveira, Syngonanthus fischerianus (Bong.) Ruhland, Syngonanthus flavidulus (Michx.) Ruhland, Syngonanthus gracilis (Bong.) Ruhland, Syngonanthus hygrotrichus Ruhland, Syngonanthus longipes Gleason, Syngonanthus nitens (Bong.) Ruhland, Syngonanthus peruvianus Ruhland, Syngonanthus simplex (Miq.) Ruhland, Syngonanthus spongiosus Hensold, Syngonanthus wahlbergii (Wikstr. ex Körn.) Ruhland, Tagetes epapposa B.L.Turner, Tagetes filifolia Lag., Tephroseris palustris (L.) Fourr.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation, Material sample, Literature Occurrence, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 8709 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192212-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caedw2
title: Occurrence Download

description: A dataset containing 2165740 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to 0.000000",
 "DecimalLongitude is less than 30.000000",
 "DecimalLatitude is greater than or equal to 30.000000",
 "DecimalLatitude is less than 60.000000",
 "Year is greater than or equal to 2000",
 "Year is greater than or equal to 2018"
 ]
}

 The dataset includes 2165740 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033867-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7up37z
title: Occurrence Download

description: A dataset containing 7393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pezoporus wallicus (Kerr, 1792)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 7393 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022739-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvxcax
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brachiaria decumbens Stapf"
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155531-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nll4f8
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Argentina",
 "Country is Brazil",
 "Country is Bolivia (Plurinational State of)",
 "Country is Paraguay",
 "Country is Peru",
 "Country is Puerto Rico"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Chrysocyon brachyurus (Illiger, 1815)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 283 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033871-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tbhw7
title: Occurrence Download

description: A dataset containing 2316 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Finland",
 "Country is Norway",
 "Country is Sweden"
 ]
 },
 "TaxonKey is Cheilosia vernalis (Fallén, 1817)"
 ]
}

 The dataset includes 2316 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262191-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9axsv9
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia sickii L.B.Sm."
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022745-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zcknk
title: Occurrence Download

description: A dataset containing 5535381 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 5535381 records from 1758 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033871-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64676e
title: Occurrence Download

description: A dataset containing 72758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ursidae"
 ]
}

 The dataset includes 72758 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008642-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y4q2x
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lamprotornis acuticaudus (Bocage, 1869)"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008645-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbgsq5
title: Occurrence Download

description: A dataset containing 1615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asthenes moreirae (Miranda-Ribeiro, 1905)"
 ]
}

 The dataset includes 1615 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008644-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5287/ora-xroj7dgrn
title: Sedimentation, flow velocity and discharge data from coastal rivers in Southwest Bangladesh

description: Bangladesh’s Delta Plan 2100 identified river sedimentation and associated water-logging as one of Coastal Bangladesh’s main water security issues. 1.3 million people in Coastal Bangladesh have been impacted by severe waterlogging since the early 1990s, restricting key livelihood activities, reducing agricultural yields, and affecting drinking water quality. As part of the REACH programme, a research team from the Bangladesh University of Engineering and Technology and the Bangladesh Water Development Board (BWDB) have characterized hydrodynamic processes and sediment transport dynamics in the area, with potential implications for different types of interventions. This dataset comprises the measurements of suspended sediment concentration, flow velocity and discharge along a 70km reach of the Hari-Ghengrail-Sibsa river system in Southwest Bangladesh that were used in this analysis. The data is in 3 Excel files Sediment data_Saif_PhD_Bangladesh; Flow_velocity_Saif_PhD_Bangladesh and Discharge_Saif_PhD_Bangladesh. The location of the data collection points is provided in the form of GIS Shape files. Further details are available in the following documents: (a) REACH Story of Change: Sustainable Management of Sedimentation Risks in Coastal Rivers in Southwest Bangladesh: https://reachwater.uk/resource/story-of-change-sustainable-management-of-sedimentation-risks-in-coastal-rivers-in-southwest-bangladesh/ and (b) Policy paper: Sustainable management of sedimentation risks in coastal rivers in southwest Bangladesh https://reachwater.uk/resource/sustainable-management-of-sedimentation-risks-in-coastal-rivers-in-southwest-bangladesh-findings-from-reach-khulna-observatory/.
DOI: 10.15468/dl.k6u9qy
title: Occurrence Download

description: A dataset containing 25579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidochelys olivacea (Eschscholtz, 1829)"
 ]
}

 The dataset includes 25579 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008643-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12583614
title: Global Physically-Constrained Deep Learning Water Cycle Model with Vegetation: Model Simulations

description: Welcome to our repository, which features simulations from the Hybrid Hydrological Model with Vegetation (H2MV). This collection includes 11 NetCDF files, representing temporal model simulations on a monthly scale and the static output of maximum soil moisture capacity (also known as plant rooting water storage) derived from a 10-fold cross-validation (CV) setup:



Temporal Simulations: The files named "fold1.nc" through "fold10.nc" contain the temporal model simulations, aggregated to a monthly scale, from 10 fold cross-validation (CV) setup.

Static Output: The "sm_max.nc" file presents the H2MV's estimation of the maximum soil moisture capacity


Contents of the Temporal Simulation Files

Each of the "fold" files ("fold1.nc" to "fold10.nc") contains the following variables:



Snow Dynamics



snow_acc: Snow accumulation (mm/day)

snow_melt: Snow melt (mm/day)

swe: Snow water equivalent (mm)



Evapotranspiration and its components



Ei: Interception evaporation (mm/day)

Es: Soil evaporation (mm/day)

T: Transpiration (mm/day)

ET: Evapotranspiration (mm/day)



Recharge



r_soil: Soil recharge (mm/day)

r_gw: Groundwater recharge (mm/day)



Runoff



runoff_surface: Surface runoff (mm/day)

baseflow: Baseflow (mm/day)

runoff_total: Total runoff (mm/day)



Water Storages 



GW: Groundwater (mm)

SM: Soil moisture (mm)

tws: Terrestrial water storage (mm)

tws_anomaly: Anomalies of terrestrial water storage (mm)



Vegetation



fapar: Fraction of absorbed photosynthetically active radiation (-)




Contents of the Static Output File

The "sm_max.nc" file contains 10 variables corresponding to the 10 folds of CV, with each variable (e.g., "fold1") referring to the respective fold.

Additional Information

It's important to note that the original model simulations were conducted with a daily temporal resolution, but the data shared here have been aggregated to a monthly scale. We are open to sharing the original daily simulations and additional variables not included in this repository upon request. Please feel free to reach out to us for more information or data requests.
DOI: 10.15468/dl.grrbxj
title: Occurrence Download

description: A dataset containing 3238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave salmiana Otto ex Salm-Dyck"
 ]
}

 The dataset includes 3238 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008646-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tqbsu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Dendropanax resinosus (Marchal) Frodin"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008648-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2eq77
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Panama)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trogon aurantiiventris Gould, 1856"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008649-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcuckd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Elzunia Bryk, 1937"
 ]
}

 The dataset includes 132 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008650-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857187
title: Atrocity Crime Events, 1913-2021

description: The overall ACE project is motivated by the need to better understand the behaviour of non-state armed groups in perpetrating atrocity crimes such as crimes against humanity, ethnic cleansing and war crimes. The data collection is based on six countries Central African Republic, the Democratic Republic of Congo, Iraq, Nigeria, Syria, and Somalia with a focus on non-state actor perpetrated atrocity events. The aim is to have a fine-grained event data collection of different types of atrocity crimes in these countries. These event types are derived from the Rome Statute. More specifically, the unit of observation in ACE is the event where a named state or non-state actor is involved on a given day in a specific location. Each individual event is covered with the best precision regarding the type of event, location, perpetrator and victims.
DOI: 10.15468/dl.vav9dk
title: Occurrence Download

description: A dataset containing 25579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidochelys olivacea (Eschscholtz, 1829)"
 ]
}

 The dataset includes 25579 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008651-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kety9
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lamprotornis bicolor (Gmelin, 1789)"
 ]
}

 The dataset includes 99 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008653-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43gcpp
title: Occurrence Download

description: A dataset containing 13185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Scytalopus petrophilus B.M.Whitney, Vasconcelos, Silveira & Pacheco, 2010, Piprites pileata (Temminck, 1822), Lipaugus ater (Férussac, 1829), Drymophila genei (Filippi, 1847), Asthenes moreirae (Miranda-Ribeiro, 1905), Castanozoster thoracicus (Nordmann, 1835))"
 ]
}

 The dataset includes 13185 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008652-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rskeh7
title: Occurrence Download

description: A dataset containing 1837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Muscisaxicola albifrons (Tschudi, 1844)"
 ]
}

 The dataset includes 1837 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008654-240626123714530/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.26152756
title: Dataset_of_Fossilized resins_K1_K2

description: The dataset presents experimental data on SERS spectroscopy of amber and amber-like resins. SERS spectra were taken using with Virsa Raman analyzer (UK) with λ=532 nm. The data includes preprocessed SERS of amber and amber-like resins, obtained to identify markers that determine spectral characteristics of natural resin and its deposits
DOI: 10.6084/m9.figshare.26152756.v1
title: Dataset_of_Fossilized resins_K1_K2

description: The dataset presents experimental data on SERS spectroscopy of amber and amber-like resins. SERS spectra were taken using with Virsa Raman analyzer (UK) with λ=532 nm. The data includes preprocessed SERS of amber and amber-like resins, obtained to identify markers that determine spectral characteristics of natural resin and its deposits
DOI: 10.5287/ora-zvnq4rrg9
title: Surface water quality data from the Awash Basin, Ethiopia

description: To investigate heavy metal pollution and nutrient loads in the Awash river basin, Ethiopia, water samples were collected from various locations over one year (April, June, August, end of October 2021). For further details of study location and methodology, please consult the journal paper Abebe et al, 2023 (https://doi.org/10.1007/s10661-023-11674-z). The data was used in the following papers: 1) Evaluating the effects of geochemical and anthropogenic factors on the concentration and treatability of heavy metals in Awash River and Lake Beseka, Ethiopia: arsenic and molybdenum issues (https://doi.org/10.1007/s10661-023-11674-z) 2) Impacts of Climate Change and Population Growth on River Nutrient Loads in a Data Scarce Region: The Upper Awash River (Ethiopia) - (https://doi.org/10.3390/su13031254)
DOI: 10.15468/dl.a72muv
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptonycteris nivalis (Saussure, 1860)",
 "Year 1960-2024"
 ]
}

 The dataset includes 84 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008655-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fy28s2
title: Occurrence Download

description: A dataset containing 162137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juncus bulbosus L."
 ]
}

 The dataset includes 162137 records from 910 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008640-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv39bj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus habamontis K.T.Fu"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030217-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdcbc8
title: Occurrence Download

description: A dataset containing 4295332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens"
 ]
}

 The dataset includes 4295332 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168343-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8tgmu
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus haesitabundus Lipsky"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030228-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qckybh
title: Occurrence Download

description: A dataset containing 2342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polychrus marmoratus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2342 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029579-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzm8sh
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia extensa T.Anderson"
 ]
}

 The dataset includes 510 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183453-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.