cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.2909/55d77248-693b-48bd-ae1b-5aea2417b999
title: Reference Land Cover Change in Madagascar Forests 2000-2017 (vector) - version 1, Jul. 2020

description: This metadata refers to the Land Cover Change vector data generated over Madagascar Forests (Africa) in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. This area of interest is either mapped with the generic 8 classes dichotomus legend (SAF_21_lcc_a) or the detailed modular legend (SAF_21_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of approximately 12,401,500 million ha (124,015 km²) and is covering the eastern escarpment and coastal plain of the north-south axis within the country of Madagascar. It includes almost all areas under protection of the eastern part of the country.

Reference time: 2000 - 2017
DOI: 10.15468/dl.7q75t8
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028813-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/faa24415-f244-45ee-9d53-6ce1cf29cc20
title: Reference Land Cover Change in Manovo-Gounda-St Floris-Bamingui 2000-2015 (vector) - version 1, February 2019

description: This metadata refers to the Land Cover Change vector data generated over Manovo-Gounda-St Floris-Bamingui (Africa) for 2000-2015 in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. 
This area of interest is either mapped with the generic 8 classes dichotomus legend (CAF_06_lcc_a) or the detailed modular legend (CAF_06_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of about 8.5 million ha (85,000 km²) and is situated in the Central African Republic, partly extending into Chad. It contains the protected areas of Aouk-Aoukale faunal reserve, Gribingui-Bamingui faunal reserve, Koukourou-Bamingui faunal reserve, Bamingui-Bangoran National Park, Manovo-Gounda St Floris National Park, Avakaba Presidential Park, Ouandja Vakaga faunal reserve.

Reference time: 2000 - 2015
DOI: 10.15468/dl.txm3ed
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carthamus tinctorius",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 745 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028812-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gcf9cz6hsr
title: R Codes for Preprocessing FT-NIR, FTIR, and Raman Spectral Data and Machine Learning Tools for Predictive and Classification Model Calibration

description: In this work, R codes are provided for the preprocessing of FT-NIR, FTIR, and Raman spectral data to facilitate efficient and reproducible spectral analysis workflows. Baseline correction, smoothing, normalization, and derivative calculations are included in the scripts to prepare the spectral data for subsequent modeling. Additionally, R-based tools and workflows are provided for the application of machine learning techniques, including regression and classification algorithms, to calibrate predictive and classification models using the preprocessed spectral data. These tools are intended to support researchers in the development of robust models for chemical and quality analysis, ensuring transparency and replicability in spectral data processing and machine learning calibration pipelines.
DOI: 10.17632/gcf9cz6hsr.1
title: R Codes for Preprocessing FT-NIR, FTIR, and Raman Spectral Data and Machine Learning Tools for Predictive and Classification Model Calibration

description: In this work, R codes are provided for the preprocessing of FT-NIR, FTIR, and Raman spectral data to facilitate efficient and reproducible spectral analysis workflows. Baseline correction, smoothing, normalization, and derivative calculations are included in the scripts to prepare the spectral data for subsequent modeling. Additionally, R-based tools and workflows are provided for the application of machine learning techniques, including regression and classification algorithms, to calibrate predictive and classification models using the preprocessed spectral data. These tools are intended to support researchers in the development of robust models for chemical and quality analysis, ensuring transparency and replicability in spectral data processing and machine learning calibration pipelines.
DOI: 10.2909/f0098544-a065-432b-8ad7-b4fc67061fd0
title: Reference Land Cover Change in Mbam Djerem 2000-2015 (vector) - version 1, January 2018

description: This metadata refers to the Land Cover Change vector data generated over Mbam Djerem (Africa) for 2000-2015 in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. 
This area of interest is either mapped with the generic 8 classes dichotomus legend (CAF_16_lcc_a).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of 1million ha (10,000 km²) and is situated in central Cameroon. The Mbam Djerem National Park within the KLC has been established in the year 2000. The National Park has an official area of 429,090 ha (4290.9 km²) and lies within the north-western Congolian lowland forests and northern Congolian forest-savanna mosaic eco-region. The meteo climatic conditions are typical of the tropical area with primary two seasons, a long rainy season from March until October and a short dry season from November until February. The elevation ranges from 660 m to 984 m inside the National Park.

The park’s habitat diversity makes it the most biologically diverse protected area in Cameroon. However, pressure on the park is expected to increase dramatically, by an estimated 50% in the next 10 years due to the finalization of the Lom Pangar dam in 2017, a new bauxite mining operation, and expansion of both artisanal and commercial gold mining in the area (https://cameroon.wcs.org/).

Reference time:2000 - 2015
DOI: 10.15468/dl.rj9akc
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-23.69657 66.54279,-24.57305 64.716,-22.12818 64.30077,-20.99775 65.23073,-21.40002 66.35372,-22.78791 66.60303,-23.69657 66.54279))",
 "TaxonKey is Dactylorhiza maculata",
 "Year 2023-2025"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028814-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/c80585b8-7ef5-4dce-897b-e099475ce475
title: Reference Land Cover Change in Niassa-Selous 2000-2017 (vector) - version 1, June 2020

description: This metadata refers to the Land Cover Change vector data generated over Niassa-Selous (Africa) for 2000-2017 in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. 
This area of interest is either mapped with the generic 8 classes dichotomus legend (EAF_04_lcc_a) or the detailed modular legend (EAF_04_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of almost 14,000,000 million ha (140,000 km²) and is covering a vast area in southern Tanzania all the way to northern Mozambique.

Reference time: 2000 - 2017
DOI: 10.15468/dl.ryfer2
title: Occurrence Download

description: A dataset containing 1207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum officinale",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1207 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028815-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzpna5
title: Occurrence Download

description: A dataset containing 1638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum officinale",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1638 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028817-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/69d84164-e0e0-4649-8d0c-48a0a3712b0d
title: Reference Land Cover Change in Salonga 2016-2019 (vector) - version 1, January 2019

description: This metadata refers to the Land Cover Change vector data generated over Salonga (Africa) for 2016-2019 in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. 
This area of interest is either mapped with the generic 8 classes dichotomus legend (CAF_07_lcc_a) or the detailed modular legend (CAF_07_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of 6,5 million ha (65,000 km²) and is situated at the heart of the central basin of the Congo River in Democratic Republic of the Congo. The Salonga National Park (also UNESCO World heritage site) within the KLC has been established in 1984 and is divided into a northern and a southern sector of approximately equal size, separated by an unprotected space approximately 50 km wide.

Reference time: 2016 - 2019
DOI: 10.15468/dl.dajv42
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lobelia holstii",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 219 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028816-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/4f368e45-23f5-4e7e-85fd-969867f66ac1
title: Reference Land Cover Change in Tai-Sapo 2000-2015 (vector) - version 1, October 2018

description: This metadata refers to the Land Cover Change vector data generated over Tai-Sapo (Africa) for 2000-2015 in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. 
This area of interest is either mapped with the generic 8 classes dichotomus legend (WAF_10_lcc_a) or the detailed modular legend (WAF_10_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). The KLC has a total size of 4 million ha (40,000 km²) and is situated at the boundary between Ivory Coast and Liberia. It includes two National Parks: Tai National Park (3,300 km²) in Ivory Coast and Sapo National Park (1,804 km²) in Liberia.

Reference time: 2000 - 2015
DOI: 10.17632/hdt57c9x6h
title: Magnetotelluric Data and Models of Manica Greenstone Belt

description: Read me files with data description are included in the folders.
DOI: 10.17632/hdt57c9x6h.1
title: Magnetotelluric Data and Models of Manica Greenstone Belt

description: Read me files with data description are included in the folders.
DOI: 10.2909/3bec6360-09f2-4564-aed5-03615bf37a4d
title: Reference Land Cover Change in Timor Leste 2003-2007 (vector) - version 1, June 2020

description: This metadata refers to the Land Cover Change vector data generated over Timor Leste or East Timor (Southeast Asian) in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. This area of interest is either mapped with the generic 8 classes dichotomus legend or the detailed modular legend.

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). Timor Leste represent the eastern part of the Timor Island, located in between southeast Asia and Oceania and is part of maritime southeast Asia. The country has a size of about 15,000 km² and is among the five newest countries in the World, gaining independence from Indonesia in 2002.

The geography is characterised by a predominantly mountainous landscape (with the highest peak reaching nearly 3000 m) and the climate is tropical and generally hot and humid. According to Protected Planet, the country has 46 protected areas from which only one represents a National Park. The Nino Konis Santana National Park, Timor Leste’s first National Park, was established in 2008 and covers the entire eastern end of the island and has a size of 716 km².

Reference time: 2003 - 2007
DOI: 10.15468/dl.v88zpz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028819-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g33q7
title: Occurrence Download

description: A dataset containing 7374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aporia crataegi"
 ]
}

 The dataset includes 7374 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028818-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/07a54ce5-cdcd-4a0d-a6e7-25f6c015e616
title: Reference Land Cover Change in Timor Leste 2008-2012 (vector) - version 1, June 2020

description: This metadata refers to the Land Cover Change vector data generated over Timor Leste or East Timor (Southeast Asian) in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. This area of interest is either mapped with the generic 8 classes dichotomus legend or the detailed modular legend.

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). Timor Leste represent the eastern part of the Timor Island, located in between southeast Asia and Oceania and is part of maritime southeast Asia. The country has a size of about 15,000 km² and is among the five newest countries in the World, gaining independence from Indonesia in 2002.

The geography is characterised by a predominantly mountainous landscape (with the highest peak reaching nearly 3000 m) and the climate is tropical and generally hot and humid. According to Protected Planet, the country has 46 protected areas from which only one represents a National Park. The Nino Konis Santana National Park, Timor Leste’s first National Park, was established in 2008 and covers the entire eastern end of the island and has a size of 716 km².

Reference time: 2008 - 2012
DOI: 10.17632/rp6s4s8tc6.1
title: Pyrite's Hidden Treasure: Arsenic-Induced Structural Transformations Promote Gold Enrichment

description: This dataset contains the compositions of arsenian pyrite from the Shuiyindong gold deposit and the CIF files for the DFT calculations related to arsenian pyrite.
DOI: 10.15468/dl.huy6vn
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028820-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/16d97713-4b4d-4e28-b4e9-76289a0dc9d4
title: Reference Land Cover Change in Timor Leste 2010-2016 (vector) - version 1, June 2020

description: This metadata refers to the Land Cover Change vector data generated over Timor Leste or East Timor (Southeast Asian) in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. This area of interest is either mapped with the generic 8 classes dichotomus legend (PAC_01_lcc_a) or the detailed modular legend (PAC_01_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). Timor Leste represent the eastern part of the Timor Island, located in between southeast Asia and Oceania and is part of maritime southeast Asia. The country has a size of about 15,000 km² and is among the five newest countries in the World, gaining independence from Indonesia in 2002.

The geography is characterised by a predominantly mountainous landscape (with the highest peak reaching nearly 3000 m) and the climate is tropical and generally hot and humid. According to Protected Planet, the country has 46 protected areas from which only one represents a National Park. The Nino Konis Santana National Park, Timor Leste’s first National Park, was established in 2008 and covers the entire eastern end of the island and has a size of 716 km².

Reference time: 2010 - 2016
DOI: 10.17632/j949b92zkp
title: Reactive melt flow in the continental arc root: insights for the transition from gabbronorite to garnet granulite in the Central Qilian belt, NE Tibet

description: Supplementary data of "Reactive melt flow in the continental arc root: insights for the transition from gabbronorite to garnet granulite in the Central Qilian belt, NE Tibet" by Sun XK & Wang C et al. This database contains the major and trace minerals chemical compositions, bulk-rock major compositions, from the composite sample in the Heigou Complex in the Central Qilian belt, NE Tibet, China. along with Pressure and temperature estimates of mineral from the composite sample in the Heigou Complex.
DOI: 10.17632/j949b92zkp.3
title: Reactive melt flow in the continental arc root: insights for the transition from gabbronorite to garnet granulite in the Central Qilian belt, NE Tibet

description: Supplementary data of "Reactive melt flow in the continental arc root: insights for the transition from gabbronorite to garnet granulite in the Central Qilian belt, NE Tibet" by Sun XK & Wang C et al. This database contains the major and trace minerals chemical compositions, bulk-rock major compositions, from the composite sample in the Heigou Complex in the Central Qilian belt, NE Tibet, China. along with Pressure and temperature estimates of mineral from the composite sample in the Heigou Complex.
DOI: 10.15468/dl.63ypcg
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-19.91752 63.92765,-20.07433 63.19695,-18.75575 63.16701,-18.79646 63.88145,-19.91752 63.92765))",
 "TaxonKey is Dactylorhiza maculata",
 "Year 2023-2025"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028821-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6mgzk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Gyps africanus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028822-250717081556266/datasets/export for details.
DOI: 10.7303/syn68713182
title: SENSE-42: A multimodal HCI dataset from a Simulated Environment for Neurocognitive State Evaluation
DOI: 10.5281/zenodo.15683959
title: Additive-controlled Regio-switching in Ni-catalyzed Enantioselective Hydrophosphination of Unactivated Alkenes

description: This folder contains the DFT-optimized geometries (in .xyz format together with the gas-phase energy, E) accompanying the paper

"

Additive-controlled Regio-switching in Ni-catalyzed Enantioselective Hydrophosphination of Unactivated Alkenes

"

Where conformers occur, they are always named from the lowest Gibbs energy to the highest in ascending order from c1 (sometimes omitted), c2, c3, ...
DOI: 10.15468/dl.prmgf3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Gyps africanus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028824-250717081556266/datasets/export for details.
DOI: 10.2909/817c04bd-4f11-4b4a-9856-77b050eeea90
title: Reference Land Cover Change in WAPOK 2000-2017 (vector) - version 1, April 2020

description: This metadata refers to the Land Cover Change vector data generated over WAPOK (Africa) in the framework of the Copernicus Global Land Hot Spot Mapping (C-GL-HSM) contract under the coordination of JRC. This area of interest is either mapped with the generic 8 classes dichotomus legend (WAF_04_lcc_a) or the detailed modular legend (WAF_04_lcc_b).

The mapped area of interest (AOI) represents a Key Landscape for Conservation area (KLC). This transboundary KLC has a total size of almost 5.8 million ha (58,000 km²) and is situated between the countries of Ghana, Togo, Benin, Burkina Faso, and Niger. It includes several areas under protection grouped under the W-Arly-Pendjari Complex (WAPOK). The Oti-Kéran National Park and Oti-Mandouri fauna reserve in Togo are not directly part of the WAPOK Complex, however an existing plan is to integrate the Oti-Kéran / Oti-Mandouri Complex (OKM) with the WAPOK Complex in the context of ecosystems transboundary management.

Reference time: 2000 - 2017