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

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gordioida",
 "HasCoordinate is true",
 "Country is one of (Netherlands)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201418-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gwfkm
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oberea erythrocephala (Schrank, 1776), Oberea ocellata Haldeman, 1847, Obrium cantharinum (Linnaeus, 1767))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1265 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322838-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv5f5e
title: Occurrence Download

description: A dataset containing 5422815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen)",
 "GadmGid is TWN.7_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata",
 "Year 1899-2020"
 ]
}

 The dataset includes 5422815 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014183-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s6m78
title: Occurrence Download

description: A dataset containing 6681404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 6681404 records from 915 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014186-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufa6p7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "Geometry POLYGON((-55.21729 -27.09948,-46.86768 -27.09948,-46.86768 -21.45435,-55.21729 -21.45435,-55.21729 -27.09948))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrocephalus Gould, 1839"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170992-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dkexp
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.88964843750001 16.027191162109375,-89.88964843750001 16.027191162109375,-89.88964843750001 20.027191162109375,-93.88964843750001 20.027191162109375,-93.88964843750001 16.027191162109375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cordia dodecandra DC."
 ]
}

 The dataset includes 264 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260874-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf9e4p
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Indigofera nyassica Gilli, Indigofera nyassica var. brevior (J.B.Gillett) J.B.Gillett, Indigofera nyassica var. nyassica, Indigofera nyassica var. viscidior (J.B.Gillett) J.B.Gillett, Indigofera lyallii subsp. nyassica J.B.Gillett)"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018795-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b76hm
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gerrardina Oliv."
 ]
}

 The dataset includes 246 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205081-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb6taj
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Obscuriphantes obscurus (Blackwall, 1841), Ochogona caroli (Rothenbühler, 1900), Ochrolechia arborea (Kreyer) Almb.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1691 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322845-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86q8pu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Indigofera mooneyi Thulin"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018799-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye6rfg
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptophis ahaetulla (Linnaeus, 1758)"
 ]
}

 The dataset includes 301 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085157-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms82us
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Octopus vulgaris Cuvier, 1797",
 "Year 1970-2022"
 ]
}

 The dataset includes 526 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260902-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t67rmq
title: Occurrence Download

description: A dataset containing 63643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Country is one of (United States of America, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium L."
 ]
}

 The dataset includes 63643 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002535-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vphnxr
title: Occurrence Download

description: A dataset containing 37510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "Year 2011-2018"
 ]
}

 The dataset includes 37510 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165163-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw5n4a
title: Occurrence Download

description: A dataset containing 3136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pygoscelis adeliae (Hombron & Jacquinot, 1841)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 3136 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029091-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snfm5c
title: Occurrence Download

description: A dataset containing 10094910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10094910 records from 5041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009323-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv7edf
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinguicula esseriana B.Kirchn."
 ]
}

 The dataset includes 79 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0367084-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqu2ec
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macropathidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022599-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpa2xk
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polemon collaris (Peters, 1881)"
 ]
}

 The dataset includes 100 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281456-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzhw8n
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tripterospermum chinense (Migo) Harry Sm."
 ]
}

 The dataset includes 336 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022556-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p9n8d
title: Occurrence Download

description: A dataset containing 3272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cleome rutidosperma DC.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3272 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013863-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwv83u
title: Occurrence Download

description: A dataset containing 1767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plethodon ouachitae Dunn & Heinze, 1933",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1767 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002748-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v62px9
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhinella limensis (Werner, 1901)"
 ]
}

 The dataset includes 70 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215968-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7236hr
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinolophus sinicus K.Andersen, 1905"
 ]
}

 The dataset includes 472 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037377-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wdj8n
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siphocranion Kudô"
 ]
}

 The dataset includes 348 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215958-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se3rr4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymodon hegewaldiorum J.A.Jiménez & M.J.Cano"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037381-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fess6f
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lardizabala Ruiz & Pav."
 ]
}

 The dataset includes 224 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215973-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbcm3g
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos Linnaeus, 1758"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038579-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6j76j
title: Occurrence Download

description: A dataset containing 24380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mespilodaphne Nees"
 ]
}

 The dataset includes 24380 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215984-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3zd83
title: Occurrence Download

description: A dataset containing 125437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Barbarea vulgaris (L.) W.T.Aiton"
 ]
}

 The dataset includes 125437 records from 916 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022557-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wga9aw
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenodesme Jack"
 ]
}

 The dataset includes 1098 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215964-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77nm9z
title: Occurrence Download

description: A dataset containing 12420 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bivalvia collection (TSZB) The Arctic University Museum of Norway"
 ]
}

 The dataset includes 12420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135449-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxfy8s
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thorncroftia N.E.Br."
 ]
}

 The dataset includes 90 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215969-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8p9tu
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Centropogon macrophyllus (G.Don) E.Wimm."
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135454-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djtxkp
title: Occurrence Download

description: A dataset containing 42971 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prostanthera Labill."
 ]
}

 The dataset includes 42971 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215971-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f7x34vpv
title: Coral growth parameters and seawater chemistry from Kahekili, west Maui, Hawaii

description: This data release contains time-series of seawater carbonate chemistry variables, including salinity, dissolved inorganic nutrients, pH, total alkalinity, and dissolved inorganic carbon, from sites along Kahekili Beach Park, Kaanapali, west Maui. It also contains data from coral cores collected from the shallow reef at Kahekili in July 2013 and analyzed for coral growth parameters (tissue thickness, growth rate, density, calcification rate, and bioerosion) and geochemical measurements (nitrogen isotopes).
DOI: 10.5066/p971zvhf
title: Assembly of satellite-based rainfall datasets in situ data and rainfall climatology contours for the MENA region

description: Information on the spatio-temporal distribution of rainfall is very critical for addressing water related disasters, especially in the arid to semi-arid regions of the Middle East and North Africa region. However, availability of reliable rainfall datasets for the region is limited. In this study we combined observation from satellite-based rainfall data, in situ rain gauge observation and rainfall climatology to create a reliable regional rainfall dataset for Jordan, West Bank and Lebanon. First, we validated three satellite-based rainfall products using rain gauge observations obtained from Jordan (205 stations), Palestine (44 stations) and Lebanon (8 stations). We used the daily 25-km Tropical Rainfall Measuring Mission over 2000-2016; daily 10-km Rainfall Estimate for Africa (RFE) rainfall over 2001-2016; daily 1-km Climate Hazards Group Infrared Precipitations with Station (CHIRPS) rainfall over 1981-2015; daily 25-km Multi-Source Weighted-Ensemble Precipitation (MSWEP) over 1984-2015. The validation was conducted between in situ rain gauge observation and satellite rainfall data and resulted in utilizing the MSWEP dataset in correlation with a bias correction grid. The created rainfall dataset was used to estimate stream flow in the region and determine suitable areas of aquifer recharge.