cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f9n9s3p99t
title: MontadoDB: A Comprehensive Dataset of Pasture Parameters in the Sourthern Region of Portugal

description: This data comprises 705 samples, including collection date and day of the year (Date and DOY), sample region (Sample), geographical coordinates (Lat and Long), and the parameters collected from the laboratory: Pasture Measure Content, Crude Protein, Neutral Detergent Fiber, Fresh Weigth, Dry Matter (PMC (%), PB (g/100g), NDF (g/100g), Kg MS/ha), with its BoxCox transformation (PMC (%)_BoxCox, PB (g/100g)_BoxCox, NDF (g/100g)_BoxCox, Kg MS/ha_BoxCox) for data normalization.

Multispectral and weather data were collected for each sample coordinate. The spectral data comes from Google Earth Engine on four satellites (Landsat-8, Sentinel-2, Sentinel-3, and MODIS) and their respective collections and tiers. 

- Sentinel-2 Surface reflectance : B1, B2, B3, B4, B5, B6, B7, B8, B8A, B9, B11, B12
- Sentinel-2 Top-of-atmosphere: B1, B2, B3, B4, B5, B6, B7, B8, B8A, B9, B10, B11, B12
- Landsat-8 Surface reflectance tier 1: SR_B1, SR_B2, SR_B3, SR_B4, SR_B5, SR_B6, SR_B7
- Landsat-8 Top-of-atmosphere (tier 1 / 1 + realtime): B1, B2, B3, B4, B5, B6, B7, B8, B9, B10, B11
- Landsat-8 Raw (tier 1 / 1 + realtime): B1, B2, B3, B4, B5, B6, B7, B8, B9, B10, B11
- Sentinel-3: Oa02, Oa03, Oa04, Oa05, Oa06, Oa07, Oa08, Oa09, Oa11, Oa12, Oa13, Oa14, Oa15, Oa16, Oa17, Oa18, Oa19, Oa20, Oa21
- MODIS: NDVI, EVI

The spectral bands columns are preceded by a column that indicates the date of the collected image. Every column name highlights the type of satellite, its collection, and tier, e.g., Landsat-8_SR_1, which refers to the Landsat-8 satellite, surface reflectance collection, and tier 1. 

The weather data can be acquired from Open weather and Open Meteo APIs, fetching the following weather conditions: Maximum and Minimum Temperature acquired (TEMP_MAX (°C), TEMP_MIN (°C)), Average Solar Radiation (RAD_SOL (J/M2)), Average rainfall recorded during the day (RAIN (mm)), Average Wind Speed (WIND_SPD (km/h)), Average Estimated Soil Evapotranspiration (EVAPOT (mm)), Average Atmospheric Pressure (PRES_ATM (hPa)) and Average Relative Humidity (HUM_REL (%)).

The "dataset" folder includes eight files: "Experimental_data.csv", "Sentinel-2.csv", "Sentinel-3.csv", "Landsat-8.csv", "Modis.csv", "Complete_data.csv", "Weather_data.csv", and "Satellite_info.json". "Experimental_data.csv" and "Weather_data.csv" contain only samples and weather data, respectively. "Each satellite CSV includes Forage parameters, spectral bands, and weather data. The "Complete_data.csv" merges all the other files. "Satellite_info.json" contains auxiliary satellite data for GEE and dataset build.

The "scripts" folder contains two necessary modules, one for GEE functions - "multispectral_api.py", and another for Weather API calls - "weather_api.py", and a notebook Python file ("build_dataset.ipynb") that uses both modules to fetch the data and build the dataset.
DOI: 10.17632/f9n9s3p99t.6
title: MontadoDB: A Comprehensive Dataset of Pasture Parameters in the Sourthern Region of Portugal

description: This data comprises 705 samples, including collection date and day of the year (Date and DOY), sample region (Sample), geographical coordinates (Lat and Long), and the parameters collected from the laboratory: Pasture Measure Content, Crude Protein, Neutral Detergent Fiber, Fresh Weigth, Dry Matter (PMC (%), PB (g/100g), NDF (g/100g), Kg MS/ha), with its BoxCox transformation (PMC (%)_BoxCox, PB (g/100g)_BoxCox, NDF (g/100g)_BoxCox, Kg MS/ha_BoxCox) for data normalization.

Multispectral and weather data were collected for each sample coordinate. The spectral data comes from Google Earth Engine on four satellites (Landsat-8, Sentinel-2, Sentinel-3, and MODIS) and their respective collections and tiers. 

- Sentinel-2 Surface reflectance : B1, B2, B3, B4, B5, B6, B7, B8, B8A, B9, B11, B12
- Sentinel-2 Top-of-atmosphere: B1, B2, B3, B4, B5, B6, B7, B8, B8A, B9, B10, B11, B12
- Landsat-8 Surface reflectance tier 1: SR_B1, SR_B2, SR_B3, SR_B4, SR_B5, SR_B6, SR_B7
- Landsat-8 Top-of-atmosphere (tier 1 / 1 + realtime): B1, B2, B3, B4, B5, B6, B7, B8, B9, B10, B11
- Landsat-8 Raw (tier 1 / 1 + realtime): B1, B2, B3, B4, B5, B6, B7, B8, B9, B10, B11
- Sentinel-3: Oa02, Oa03, Oa04, Oa05, Oa06, Oa07, Oa08, Oa09, Oa11, Oa12, Oa13, Oa14, Oa15, Oa16, Oa17, Oa18, Oa19, Oa20, Oa21
- MODIS: NDVI, EVI

The spectral bands columns are preceded by a column that indicates the date of the collected image. Every column name highlights the type of satellite, its collection, and tier, e.g., Landsat-8_SR_1, which refers to the Landsat-8 satellite, surface reflectance collection, and tier 1. 

The weather data can be acquired from Open weather and Open Meteo APIs, fetching the following weather conditions: Maximum and Minimum Temperature acquired (TEMP_MAX (°C), TEMP_MIN (°C)), Average Solar Radiation (RAD_SOL (J/M2)), Average rainfall recorded during the day (RAIN (mm)), Average Wind Speed (WIND_SPD (km/h)), Average Estimated Soil Evapotranspiration (EVAPOT (mm)), Average Atmospheric Pressure (PRES_ATM (hPa)) and Average Relative Humidity (HUM_REL (%)).

The "dataset" folder includes eight files: "Experimental_data.csv", "Sentinel-2.csv", "Sentinel-3.csv", "Landsat-8.csv", "Modis.csv", "Complete_data.csv", "Weather_data.csv", and "Satellite_info.json". "Experimental_data.csv" and "Weather_data.csv" contain only samples and weather data, respectively. "Each satellite CSV includes Forage parameters, spectral bands, and weather data. The "Complete_data.csv" merges all the other files. "Satellite_info.json" contains auxiliary satellite data for GEE and dataset build.

The "scripts" folder contains two necessary modules, one for GEE functions - "multispectral_api.py", and another for Weather API calls - "weather_api.py", and a notebook Python file ("build_dataset.ipynb") that uses both modules to fetch the data and build the dataset.
DOI: 10.15468/dl.qsbgq9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Eurema nilgiriensis Yata, 1990"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036238-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2nvftwv9ts
title: Implementation Code for Paper "Application of kernel POD pre-image recovery methods to nonintrusive nonlinear reduced order model of steady-state velocity magnitude field in the RPV lower plenum"

description: This dataset contains the implementation code for constructing non-intrusive nonlinear reduced order model (ROM) using kernel proper orthogonal decomposition (POD) combined with three different pre-image recovery methods proposed by Mika, Rathi, and Kwok. The code corresponds to the methodology proposed in paper and can be used to reproduce the kernel POD-based nonlinear ROM results.
DOI: 10.17632/2nvftwv9ts.1
title: Implementation Code for Paper "Application of kernel POD pre-image recovery methods to nonintrusive nonlinear reduced order model of steady-state velocity magnitude field in the RPV lower plenum"

description: This dataset contains the implementation code for constructing non-intrusive nonlinear reduced order model (ROM) using kernel proper orthogonal decomposition (POD) combined with three different pre-image recovery methods proposed by Mika, Rathi, and Kwok. The code corresponds to the methodology proposed in paper and can be used to reproduce the kernel POD-based nonlinear ROM results.
DOI: 10.15468/dl.waq7zz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strongylopus bonaespei (Dubois, 1981)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036240-250525065834625/datasets/export for details.
DOI: 10.15468/dl.msa7z6
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Vipera seoanei Lataste, 1879"
 ]
}

 The dataset includes 208 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036239-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whxprs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus nigra L.",
 "Country is Germany",
 "HasCoordinate is true",
 "MediaType is Image",
 {
 "or" : [
 "StateProvince is Hessen",
 "StateProvince is BADEN-WÜRTTEMBERG"
 ]
 },
 "Year is greater than or equal to 2019"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036241-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12131547
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.18141/2480728
title: Drill Stem Test (DST) data for Sweetwater County, Wyoming

description: Drill Stem Test (DST) data and calculated pressures and pressure gradients for Sweetwater County, Wyoming, USA
DOI: 10.15468/dl.deehkr
title: Occurrence Download

description: A dataset containing 23266271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-7.487558602510284 43.8667190263167, -10.193301252450095 43.670334479143655, -9.669609126655294 42.31746315417375, -9.691429631896742 39.524438483268135, -9.364122053274993 37.21146492767443, -9.01499396941179 36.40410623374078, -7.705763654924786 36.03315764463612, -6.4183538456792295 36.09861916036047, -5.5891746465041265 35.814952592221616, -4.6072519106388725 35.94587562367032, -3.057996038495917 36.09861916036047, -1.6833042082845608 36.42592673898223, -0.3304328833146553 37.36420846436458, 1.0878999573796015 38.47705423167853, 3.9245656387681116 38.91346433650753, 4.731924332701766 40.35361768244324, 3.750001596836512 41.182796881618344, 3.6627195758707103 42.6447707327955, 2.8990018924199568 43.277565384797555, 0.0186952005485459 43.3430269005219, -2.534303912701114 43.8230780158338, -7.487558602510284 43.8667190263167))",
 "Year is greater than or equal to 2021",
 "License is one of (CC0 1.0, CC-BY 4.0)"
 ]
}

 The dataset includes 23266271 records from 1528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036199-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv59wr
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.20623 30.45552,-74.82746 35.4771,-74.08101 40.9737,-84.83957 45.96099,-86.70283 45.04526,-87.17784 41.51658,-87.17784 30.38766,-81.20623 30.45552))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carya glabra (Mill.) Sweet"
 ]
}

 The dataset includes 1678 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020301-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjdmxc
title: Occurrence Download

description: A dataset containing 24276608 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Brazil"
 ]
}

 The dataset includes 24276608 records from 4160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277544-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr6vvu
title: Occurrence Download

description: A dataset containing 1091 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 {
 "or" : [
 "TaxonKey is Cupressus lusitanica Mill.",
 "TaxonKey is Hesperocyparis lusitanica (Mill.) Bartel"
 ]
 }
 ]
}

 The dataset includes 1091 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162829-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nqfmy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Jurinea chaetocarpa (Ledeb.) Ledeb."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331637-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ymmwq
title: Occurrence Download

description: A dataset containing 870128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex supina Willd. ex Wahlenb., Dactylis glomerata L., Melilotus indicus (L.) All.)",
 "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 870128 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162832-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cmeff
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((109.64329 20.87208,100.80551 20.83721,92.89598 20.806,94.45617 1.39319,107.09514 -13.20398,123.87262 -13.16727,131.21353 -9.21836,140.34183 -10.57514,162.48618 -12.47787,163.26392 -5.29897,123.3447 27.72198,109.64329 20.87208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus virens W.T.Aiton"
 ]
}

 The dataset includes 161 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194188-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b9m56
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ixeris japonica (Burm.fil.) Nakai"
 ]
}

 The dataset includes 79 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm6ag3
title: Occurrence Download

description: A dataset containing 911835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Streptopelia decaocto (Frivaldszky, 1838), Sturnella magna (Linnaeus, 1758), Sturnella neglecta Audubon, 1844, Sturnus vulgaris Linnaeus, 1758, Saurus vulgaris Cloquet, 1827, Stenus vulgaris Puthz, 1984, Tachycineta thalassina (Swainson, 1827), Tadorna ferruginea (Pallas, 1764), Toxostoma lecontei Lawrence, 1851)",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Unknown evidence"
 ]
 }
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 250",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 911835 records from 383 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157816-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xa8qn
title: Occurrence Download

description: A dataset containing 185100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 185100 records from 828 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179187-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9c4zx
title: Occurrence Download

description: A dataset containing 477439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((60.50229 -46.46962,157.08370 -46.46962,157.08370 -7.89365,60.50229 -7.89365,60.50229 -46.46962))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia",
 "Year 2001-2025"
 ]
}

 The dataset includes 477439 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfpv63
title: Occurrence Download

description: A dataset containing 6025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gardenia jasminoides",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 6025 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059823-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msxuwx
title: Occurrence Download

description: A dataset containing 1458552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sambucus"
 ]
}

 The dataset includes 1458552 records from 4652 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059804-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nexnb
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum multicaule Wall. ex Lindl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321411-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pea7mu
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus hirtellus Royle"
 ]
}

 The dataset includes 552 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100123-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7svuw
title: Occurrence Download

description: A dataset containing 16291153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.89355 10.66601,-77.3877 8.67335,-77.4966 7.13981,-79.2334 1.4116,-75.24134 -0.94102,-69.98291 -4.03688,-69.21387 1.14799,-66.75293 1.23587,-67.36816 6.14602,-71.7627 8.23867,-73.08105 9.62783,-70.7959 11.35618,-72.00439 12.77163,-75.89355 10.66601))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16291153 records from 2521 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172710-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.935gsg
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermacoce keyensis Small"
 ]
}

 The dataset includes 127 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001240-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grhwr2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tylochromis elongatus Stiassny, 1989"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344348-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.