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

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex europaeus L.",
 "Country is Ecuador"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029753-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqyaf8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((69.37031999999999 65.07073733333334, 69.37031999999999 82.15736799999999, 35.32496433333334 82.15736799999999, 35.32496433333334 65.07073733333334, 69.37031999999999 65.07073733333334))",
 "EventDate is 2012-04-01,2012-04-30"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064292-231002084531237/datasets/export for details.
DOI: 10.15468/dl.ho4bbx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera playfairii (Hemsl.) C.K. Allen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080550-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ptqnu
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roystonea regia (Kunth) O.F.Cook"
 ]
}

 The dataset includes 643 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029755-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9uvth
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((69.37031999999999 65.07073733333334, 69.37031999999999 82.15736799999999, 35.32496433333334 82.15736799999999, 35.32496433333334 65.07073733333334, 69.37031999999999 65.07073733333334))",
 "EventDate is 2011-12-01,2011-12-31"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064287-231002084531237/datasets/export for details.
DOI: 10.15468/dl.xwolnu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera polyantha Blume"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080551-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o8tawr
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremostachys laciniata (L.) Bunge"
 ]
}

 The dataset includes 177 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029759-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmknkh
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephedra intermedia Schrenk & C.A.Mey."
 ]
}

 The dataset includes 1160 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004443-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8j854
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia piperilamina Michelang."
 ]
}

 The dataset includes 118 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175868-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kjwyv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera caesia var. rufa Stapf"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080555-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy1uwy
title: Occurrence Download

description: A dataset containing 4590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4590 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029759-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3pnqm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dracocephalum taliense Forrest ex W.W.Sm."
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024705-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10962036
title: Toward a better understanding of curve number and initial abstraction ratio values from a large-dataset of watersheds  perspective

description: The code within this repository is founded on the analysis of the Natural Resources Conservation Service Curve Number (NRCS-CN) method and its parameters. The analyses make use of the [CARAVAN dataset and your extensios] (https://zenodo.org/records/6578598). The separation of streamflow into baseflow and runoff is based on the methodology established by Xie et al. (2020) (https://doi.org/10.1016/j.jhydrol.2020.124628).

Contained within this repository are 5 Jupyter Notebooks, each focused on the application of the NRCS-CN method using distinct data analysis approaches:



Principal Components Analysis

Random Forest

NRCS-NEH

NRCS-ASYMPTOTIC 

NRCS-LEAST-SQUARES


Additionally, the results of the metrics from applying these methods can be found in the files Metrics_runoff_G1 and Metrics_runoff_G2. The folder Times_series contains the time series of simulated runoff using the NRCS methods.

Channel Log: 

 Version v2 - Version of the official paper release. No changes in the data but added a static copy of the accompanying code of the paper. 

Version 1.0 - In this version, the Asymptotic method was considered with natural data
DOI: 10.5281/zenodo.12734750
title: Toward a better understanding of curve number and initial abstraction ratio values from a large-dataset of watersheds  perspective

description: The code within this repository is founded on the analysis of the Natural Resources Conservation Service Curve Number (NRCS-CN) method and its parameters. The analyses make use of the [CARAVAN dataset and your extensios] (https://zenodo.org/records/6578598). The separation of streamflow into baseflow and runoff is based on the methodology established by Xie et al. (2020) (https://doi.org/10.1016/j.jhydrol.2020.124628).

Contained within this repository are 5 Jupyter Notebooks, each focused on the application of the NRCS-CN method using distinct data analysis approaches:



Principal Components Analysis

Random Forest

NRCS-NEH

NRCS-ASYMPTOTIC 

NRCS-LEAST-SQUARES


Additionally, the results of the metrics from applying these methods can be found in the files Metrics_runoff_G1 and Metrics_runoff_G2. The folder Times_series contains the time series of simulated runoff using the NRCS methods.

Channel Log: 

 Version v2 - Version of the official paper release. No changes in the data but added a static copy of the accompanying code of the paper. 

Version 1.0 - In this version, the Asymptotic method was considered with natural data
DOI: 10.5518/902
title: Urban Anchal household survey

description: Urban Anchal study baseline and six-month follow-up household surveys. Baseline household survey conducted between July and August 2017 in a ward within south Dhaka, Bangladesh, and aimed to assess the demand for centre-based child-care and current child-care practices. Six-month follow-up survey of the same households conducted between January and February 2018, and aimed to identify the proportion of baseline survey respondents who were traceable six-months after the baseline survey (to inform the design of a future larger definitive study) and to explore any changes in demand for centre-based child-care and current child-care practices.
DOI: 10.15468/dl.nrydvq
title: Occurrence Download

description: A dataset containing 5154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Pinus sibirica Du Tour"
 ]
}

 The dataset includes 5154 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024707-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/db46fa7d-13c5-49ef-aa07-847ab67c7bca
title: Enhanced sensitivity for pulse dipolar EPR spectroscopy using variable-time RIDME (dataset)

description: Data is not yet available and that the authors of the associated publication should be contacted for further details.
DOI: 10.15468/dl.jcxtx9
title: Occurrence Download

description: A dataset containing 1463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sitophilus zeamais Motschulsky & V.de, 1855"
 ]
}

 The dataset includes 1463 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024706-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7376634
title: Forest map of New Caledonia

description: Version 1.0 - December 1, 2022 This dataset contains the shapefile of the Caledonian forest produced by digitization at a scale of 1:3,000 from a mosaic of satellite images (Sentinel 2, Quickbird, Pléiades) and aerial photographs provided by the department of infrastructure, topography and land transport (DITTT) of the government of New Caledonia and available on the georep map server (georep.nc). Satellite images and aerial photographs were taken between 2009 and 2021 with a maximum spatial resolution of 0.5 m. We interpreted vegetation as forest when the trees (which should be taller than 5 m) formed a continuous canopy cover, obscuring the ground surface for a minimum of 0.5 ha (FAO 2020). The minimum distance between two polygons is 10 m. Below the polygons were merged The polygons were verified through databases of plant occurrences collected in the forest, in particular the Herbarium of New Caledonia database (NOU) and the Network of plant inventories and permanent plots of New Caledonia (NC-PIPPN). So this dataset is periodically updated with corrections made by field observations and the addition of new expert interpretations, especially on small islands that have not been digitized before. We plan to produce the whole map step by step -------------------------------------<br> Currently, only the North and South provinces are available, an area of 16,395 km² out of a total of 18,345 km². Digitization of the Loyaulties Islands will be available soon. -------------------------------------- The file contains the 6 files required for the GIS and can be uploaded to a spatial database such as PostgreSQL/PostGis<br> The attribute table displays information on features of forest polygons. Each row in the table represents a forest fragment (a polygon) with associated fields : id (INTEGER) = unique identifier created_by (TEXT)= The creator of the data created_for (TEXT)= The recipient and funder area_ha (NUMERIC) = area of the polygon in hectare ps (BOOLEAN) = True or False the polygon overlaps the Southern province pn (BOOLEAN) = True or False the polygon overlaps the Northern province pil (BOOLEAN) = True or False the polygon overlaps the Islands province (Loyaulties islands) geom (geometry(polygon,4326)) = Polygon type geometry and datum EPSG: 4326 (= WGS 84– World Geodetic System 1984)
DOI: 10.5281/zenodo.12731520
title: Holdridge Life Zones Classification in New Caledonia Habitats

description: Description

This dataset aims to represent, in geographic space, the distribution of life zones as first defined by Holdridge in 1947 and updated in 1967. Life zones are delineated through three parameters:



Mean Annual Biotemperature (°C): This axis represents the average annual temperature, considering only temperatures above 0°C, as it influences biological activity. It determines the thermal regime of the environment.

Annual Precipitation (mm): This axis measures the total annual precipitation, indicating moisture availability. It is crucial for determining the hydric regime and supporting different types of vegetation and ecosystems.

Potential Evapotranspiration Ratio (PET): This axis is the ratio of potential evapotranspiration to annual precipitation. It reflects the balance between water demand and supply, indicating aridity or humidity levels and influencing vegetation types and ecosystem dynamics.


We used a combination of WorldClim datasets (Biotemperature and potential evapotranspiration) and Météo-France Aurelhy datasets (Annual Precipitation) specifically designed for New Caledonia to produce the raster with a 1 km² resolution.

Content

This dataset was produced, analyzed, and verified using a combination of open-source software, including QGIS, PostgreSQL, PostGIS, Python, R and the GDAL library, all running on Linux.



amap_raster_holdridge_nc.tif is a GeoTIFF, utilizing the WGS84 international coordinate system, and consists of a single band with three major classes coded as



Dry life zone (rast = 1)

Moist life zone (rast = 2)

Rain life zone (rast = 3)



holdridge_3classes_NC.png is an image illustrating the valid domain of life zones in New Caledonia and the classification used in the dataset.


Limitations

Strictly, the classification leads to five distinct classes (very dry, dry, moist, wet, and rain), but as the two extreme classes cover less than 0.5% of New Caledonia, we merged very dry and dry into the "dry" class, as well as wet and rain into the "rain" class as illustrated in the Figure holdridge_3classes_NC.png.
DOI: 10.5281/zenodo.12731521
title: Holdridge Life Zones Classification in New Caledonia Habitats

description: Description

This dataset aims to represent, in geographic space, the distribution of life zones as first defined by Holdridge in 1947 and updated in 1967. Life zones are delineated through three parameters:



Mean Annual Biotemperature (°C): This axis represents the average annual temperature, considering only temperatures above 0°C, as it influences biological activity. It determines the thermal regime of the environment.

Annual Precipitation (mm): This axis measures the total annual precipitation, indicating moisture availability. It is crucial for determining the hydric regime and supporting different types of vegetation and ecosystems.

Potential Evapotranspiration Ratio (PET): This axis is the ratio of potential evapotranspiration to annual precipitation. It reflects the balance between water demand and supply, indicating aridity or humidity levels and influencing vegetation types and ecosystem dynamics.


We used a combination of WorldClim datasets (Biotemperature and potential evapotranspiration) and Météo-France Aurelhy datasets (Annual Precipitation) specifically designed for New Caledonia to produce the raster with a 1 km² resolution.

Content

This dataset was produced, analyzed, and verified using a combination of open-source software, including QGIS, PostgreSQL, PostGIS, Python, R and the GDAL library, all running on Linux.



amap_raster_holdridge_nc.tif is a GeoTIFF, utilizing the WGS84 international coordinate system, and consists of a single band with three major classes coded as



Dry life zone (rast = 1)

Moist life zone (rast = 2)

Rain life zone (rast = 3)



holdridge_3classes_NC.png is an image illustrating the valid domain of life zones in New Caledonia and the classification used in the dataset.


Limitations

Strictly, the classification leads to five distinct classes (very dry, dry, moist, wet, and rain), but as the two extreme classes cover less than 0.5% of New Caledonia, we merged very dry and dry into the "dry" class, as well as wet and rain into the "rain" class as illustrated in the Figure holdridge_3classes_NC.png.
DOI: 10.15468/dl.ddszk3
title: Occurrence Download

description: A dataset containing 8566639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anura"
 ]
}

 The dataset includes 8566639 records from 7301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024703-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krawt9
title: Occurrence Download

description: A dataset containing 1829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodiopsida",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Year is greater than or equal to 1995"
 ]
}

 The dataset includes 1829 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019366-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz7n7u
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hedysarum atropatanum Bunge ex Boiss."
 ]
}

 The dataset includes 33 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017072-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvrbgg
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borbo borbonica (Boisduval, 1833)",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019367-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m857m8
title: Occurrence Download

description: A dataset containing 37521 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columbina minuta (Linnaeus, 1766)"
 ]
}

 The dataset includes 37521 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035488-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7aag3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium handoelense Dahlst."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022017-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkrpuq
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ribes orientale Desf."
 ]
}

 The dataset includes 822 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016602-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwvpip
title: Occurrence Download

description: A dataset containing 43443 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Museum of Central Africa - Albertian Rift Birds (ENBI wp13)"
 ]
}

 The dataset includes 43443 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019370-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twn8bv
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria suaveolens Dalzell"
 ]
}

 The dataset includes 66 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017069-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atbkgo
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ihsm_pelagicdiversity"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000712-150615163101818/datasets/export for details.
DOI: 10.15468/dl.6gxfy4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "DatasetKey is CAS Botany (BOT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018763-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6w4sg
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria stenopetala Lindl."
 ]
}

 The dataset includes 205 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017038-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq5ot0
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobesia botrana (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 80 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019373-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.