cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y3gwss
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gagea altaica Schischk. & Sumnev."
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221437-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11518305
title: Monthly production and open-circuit string voltage measurements after 10-year operation of three photovoltaic plants in Southern Spain affected by severe potential-induced degradation

description: Data are formated in a spreadsheet file.  Data are presented from three photovoltaic plants in Southern Spain (Córdoba province - Northern Andalucía) designed and installed by the same person, with the same photovoltaic module and the same model of inverter, deployed at the same time (end 2009). The plants are severely affected by potential-induced degradation (PID), so that secondary effects produce some by-pass diodes to activate, producing three families of open-circuit voltage (Voc) in the modules (~40V), (~26V) and (~12V) of a total of nominal Voc of 42,6V. 

Monthly production is shown along 11 years (2010-2021), and the measurements of the open-circuit voltage of the strings after 10 years of operation along with the voltage range of the modules of each string.

Sheet 1: configuration of the architecture of the three photovoltaic plants and the features of the photovoltaic module installed.

Sheet 2: energy production for 11 years of opetation. In the last years some recovery is shown in plant 1 and 2 because a repowering project.

Sheet 3: partial climate data of the towns were the plants are located.

Sheet 4: open-circuit voltages of the strings and number of modules in each string with open-circuit voltage in the ranges (~40V) and (<=26V) in plant 1, july-2018.

Sheet 5: open-circuit voltages of the strings and number of modules in each string with open-circuit voltage in the ranges (~40V), (~26V) and (~12V) in plant 2, july-2020.
DOI: 10.5281/zenodo.11518306
title: Monthly production and open-circuit string voltage measurements after 10-year operation of three photovoltaic plants in Southern Spain affected by severe potential-induced degradation

description: Data are formated in a spreadsheet file.  Data are presented from three photovoltaic plants in Southern Spain (Córdoba province - Northern Andalucía) designed and installed by the same person, with the same photovoltaic module and the same model of inverter, deployed at the same time (end 2009). The plants are severely affected by potential-induced degradation (PID), so that secondary effects produce some by-pass diodes to activate, producing three families of open-circuit voltage (Voc) in the modules (~40V), (~26V) and (~12V) of a total of nominal Voc of 42,6V. 

Monthly production is shown along 11 years (2010-2021), and the measurements of the open-circuit voltage of the strings after 10 years of operation along with the voltage range of the modules of each string.

Sheet 1: configuration of the architecture of the three photovoltaic plants and the features of the photovoltaic module installed.

Sheet 2: energy production for 11 years of opetation. In the last years some recovery is shown in plant 1 and 2 because a repowering project.

Sheet 3: partial climate data of the towns were the plants are located.

Sheet 4: open-circuit voltages of the strings and number of modules in each string with open-circuit voltage in the ranges (~40V) and (<=26V) in plant 1, july-2018.

Sheet 5: open-circuit voltages of the strings and number of modules in each string with open-circuit voltage in the ranges (~40V), (~26V) and (~12V) in plant 2, july-2020.
DOI: 10.15468/dl.gtubeg
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Occurrence evidence)",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lupinus mariae-josephae H.Pascual"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227218-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.het4y3
title: Occurrence Download

description: A dataset containing 2086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera tau (Walker, 1849)"
 ]
}

 The dataset includes 2086 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124545-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwe88f
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 396 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022319-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11182097
title: 2015_Soils_ORNL_ISRIC

description: ORNL soil dataset 10k resolution:

The "Global Gridded Surfaces of Selected Soil Characteristics (IGBP-DIS)" data set contains 7data surfaces: soil-carbon density, total nitrogen density, field capacity, wilting point, profileavailable water capacity, thermal capacity, and bulk density.

These data surfaces were generated by the SoilData System, which was developed by the GlobalSoil Data Task Group of the International Geosphere-Biosphere Programme (IGBP) Data andInformation System (DIS). The SoilData System generates soil information and maps forgeographic regions at soil depths and resolutions selected by the user. Derived surfaces ofselected soil characteristics are suitable for modeling and inventory purposes. 

ISRIC soil dataset 1k resolution:

SoilGrids1km is a collection of updatable soil property andclass maps of the world at relatively coarse resolution of1 km. This is the output data-component of GSIF. Thepredictions are generated using automated soil mapping withno user intervention, and can therefore be regularly updatedas the new soil samples arrive. 

These datasets weer windoewed to E4warning study area
DOI: 10.5281/zenodo.11182098
title: 2015_Soils_ORNL_ISRIC

description: ORNL soil dataset 10k resolution:

The "Global Gridded Surfaces of Selected Soil Characteristics (IGBP-DIS)" data set contains 7data surfaces: soil-carbon density, total nitrogen density, field capacity, wilting point, profileavailable water capacity, thermal capacity, and bulk density.

These data surfaces were generated by the SoilData System, which was developed by the GlobalSoil Data Task Group of the International Geosphere-Biosphere Programme (IGBP) Data andInformation System (DIS). The SoilData System generates soil information and maps forgeographic regions at soil depths and resolutions selected by the user. Derived surfaces ofselected soil characteristics are suitable for modeling and inventory purposes. 

ISRIC soil dataset 1k resolution:

SoilGrids1km is a collection of updatable soil property andclass maps of the world at relatively coarse resolution of1 km. This is the output data-component of GSIF. Thepredictions are generated using automated soil mapping withno user intervention, and can therefore be regularly updatedas the new soil samples arrive. 

These datasets weer windoewed to E4warning study area
DOI: 10.15468/dl.ngeagd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio salicifolia Pers."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124547-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11182088
title: 2000_Distributions_MajorCrops_Sage

description: These data are windowed extracts of the distribution of a range of crops in 2000,  extracted from the SAGE datasets produced by

Ramankutty et al. (2008), “Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000”, Global Biogeochemical Cycles, Vol. 22, GB1003, doi:10.1029/2007GB002952. The data is provided in two formats, NetCDF and ArcINFO ASCII, at five-minute resolution in latitude by longitude.

 

The source website is https://sage.nelson.wisc.edu/data-and-models/datasets/#ag2000
DOI: 10.5281/zenodo.11182089
title: 2000_Distributions_MajorCrops_Sage

description: These data are windowed extracts of the distribution of a range of crops in 2000,  extracted from the SAGE datasets produced by

Ramankutty et al. (2008), “Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000”, Global Biogeochemical Cycles, Vol. 22, GB1003, doi:10.1029/2007GB002952. The data is provided in two formats, NetCDF and ArcINFO ASCII, at five-minute resolution in latitude by longitude.

 

The source website is https://sage.nelson.wisc.edu/data-and-models/datasets/#ag2000
DOI: 10.15468/dl.4vjzx7
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garhadiolus hedypnois (Fisch. & C.A.Mey.) Jaub. & Spach"
 ]
}

 The dataset includes 373 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224187-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11164561
title: 2021_2022_MODIS_WaterBodies_Daily_Dekadal_Monthly_Annual

description: Overview:

This is a set of images downloaded from NASA for water bodies and then windowed for E4warning study area.
DOI: 10.5281/zenodo.11164562
title: 2021_2022_MODIS_WaterBodies_Daily_Dekadal_Monthly_Annual

description: Overview:

This is a set of images downloaded from NASA for water bodies and then windowed for E4warning study area.
DOI: 10.5281/zenodo.11182080
title: 2005_2018_Wind_Speed_Direction

description: Abstract:

European Wind characteristics at 10m in height derived from the European Centre for Medium-Range Weather Forecasts (ECMWF) reanalyses (ERA) data. The data defines characteristics such as windspeed direction from and direction.  Monthly mean values for the years 2005-2018 at 0.125 of a degree Clipped to the E4warning extent. 




PROJECTION:
Geographic


DATUM:
WGS84




File Names: 

The last 4 digits of the file name present Month and Year of file. 

dir in file names refer to direction.

speed in file names refer to windspeed
DOI: 10.5281/zenodo.11182081
title: 2005_2018_Wind_Speed_Direction

description: Abstract:

European Wind characteristics at 10m in height derived from the European Centre for Medium-Range Weather Forecasts (ECMWF) reanalyses (ERA) data. The data defines characteristics such as windspeed direction from and direction.  Monthly mean values for the years 2005-2018 at 0.125 of a degree Clipped to the E4warning extent. 




PROJECTION:
Geographic


DATUM:
WGS84




File Names: 

The last 4 digits of the file name present Month and Year of file. 

dir in file names refer to direction.

speed in file names refer to windspeed
DOI: 10.5281/zenodo.11518331
title: Data and code for testing leaf temperture predictions with NicheMapR
DOI: 10.5281/zenodo.11518332
title: Data and code for testing leaf temperture predictions with NicheMapR
DOI: 10.15468/dl.suyue7
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Expertise IQE du Golf de l'Ailette en 2019 - Donnees espèces - Expertise IQE Golf de l'Ailette 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 135 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227220-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xnzpw
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea ×heterocalyx Stoff."
 ]
}

 The dataset includes 48 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124549-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrc3zm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is SER Species-based Surveys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221438-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqm56f
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garhadiolus papposus Boiss. & Buhse"
 ]
}

 The dataset includes 111 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224190-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxqj72
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saussurea superba Anthony",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 132 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227224-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.397jd5
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is Suffolk Biodiversity Information Service (SBIS) Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 117 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221439-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an8hgb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio sakamaliensis (Humbert) Humbert"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124546-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57ps5z
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garnotia cheesemanii Hack."
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224205-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11568799
title: Minecraft_QA-pairs_Instruction_Dataset

description: Overview

This repository contains a dataset designed for training large language models (LLMs) to handle a variety of questions related to Minecraft. Our dataset includes over 390,000 instruction entries generated using an LLM-assisted method. The dataset is designed to provide high-quality, diverse Q&A pairs, which are essential for effective model training.

Dataset Generation

Data Collection and Cleaning

We utilized two primary sources of information:



Minecraft Fandom Wiki (https://minecraft.fandom.com/wiki/Minecraft_Wiki)

Minecraft Wiki (https://minecraft.wiki/)


For both sources, we performed extensive data cleaning to remove irrelevant sections, such as game version information, achievements, advancements, and history. The remaining content was extracted and stored in text (TXT) and markdown (MD) files, ensuring that only useful text and table content were retained.

Q&A Pair Generation

Based on the cleaned data, we employed GPT-3.5-Turbo~\citep{chatgpt} with customized prompts to automatically generate diverse Q&A pairs. These pairs are categorized into four types:



Short Answer Q&A: Questions that can be directly answered with a word or phrase.

Long Answer Q&A: Questions that require one or more complete sentences for a comprehensive response.

Boolean Answer Q&A: Questions that can be answered with a simple True or False.

Normal Answer Q&A: General Q&A pairs with no specific form restrictions, ensuring the dataset's comprehensiveness.
DOI: 10.5281/zenodo.11568798
title: Minecraft_QA-pairs_Instruction_Dataset

description: Overview

This repository contains a dataset designed for training large language models (LLMs) to handle a variety of questions related to Minecraft. Our dataset includes over 390,000 instruction entries generated using an LLM-assisted method. The dataset is designed to provide high-quality, diverse Q&A pairs, which are essential for effective model training.

Dataset Generation

Data Collection and Cleaning

We utilized two primary sources of information:



Minecraft Fandom Wiki (https://minecraft.fandom.com/wiki/Minecraft_Wiki)

Minecraft Wiki (https://minecraft.wiki/)


For both sources, we performed extensive data cleaning to remove irrelevant sections, such as game version information, achievements, advancements, and history. The remaining content was extracted and stored in text (TXT) and markdown (MD) files, ensuring that only useful text and table content were retained.

Q&A Pair Generation

Based on the cleaned data, we employed GPT-3.5-Turbo~\citep{chatgpt} with customized prompts to automatically generate diverse Q&A pairs. These pairs are categorized into four types:



Short Answer Q&A: Questions that can be directly answered with a word or phrase.

Long Answer Q&A: Questions that require one or more complete sentences for a comprehensive response.

Boolean Answer Q&A: Questions that can be answered with a simple True or False.

Normal Answer Q&A: General Q&A pairs with no specific form restrictions, ensuring the dataset's comprehensiveness.
DOI: 10.15468/dl.ngthxj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is Non Native Species Across Wales (1989 to 2012)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221440-230224095556074/datasets/export for details.
DOI: 10.15468/dl.6qdz8p
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muscari olivetorum Blanca, Ruíz Rejón & Suár.-Sant."
 ]
}

 The dataset includes 74 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227238-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11182082
title: 2015_Min_RelativeHumidity_Modis_FourirerProcess

description: This is a set of images produced by Temporal Fourier Analysis (TFA) of Modis minimum Relative humidity data:

Modis: Minimum Relative Humidity

The imagery summarises some key environmental indicators, incorporating seasonal dynamics, for The European and North African extent.This series of Modis  data, processed according to Scharlemann et al (2008), has been updated to include imagery for 2015.

 

Process:

Image values were extracted from MODIS( Min Relative Humidity) 5 km imagery for 2015.  Each parameter extract dataset was then processed by a temporal Fourier processing algorithm. A stepwise system of thresholds and interpolations screened erroneous values and bridged gaps in the time series. The smoothed series was sampled at 5-day intervals and transformed into a set of sine curves describing annual, bi-annual, and tri-annual fluctuations. For each of these curves, the Fourier algorithm generated images expressing the amplitude, phase, and variance. Other output recorded the mean, minimum, and maximum of the time series, and error measured during the Fourier transform. For a detailed description of the Fourier algorithm and its output, please see the article by Scharlemann et al., 2008 (https://doi.org/10.1371/journal.pone.0001408)  Sea pixels were masked with a VIIRS land/sea layer and the images were projected from sinusoidal to geographic (WGS84). The E4Warning study region was a subset of global images. Idrisi rasters were converted to GeoTIFF format in order to give data users more flexibility.

 

This new RH Modis Dataset is used as an update and continuation of our MODIS TFA product and can be utilised in the same way. 

Projection + EPSG code:Latitude-Longitude/WGS84 (EPSG: 4326)

File names:

The last two characters of each file name denote the output from Fourier processing:a0 - meanmn - minimummx - maximuma1 - amplitude of annual cyclea2 - amplitude of bi-annual cyclea3 - amplitude of tri-annual cyclep1 - phase of annual cyclep2 - phase of bi-annual cyclep3 - phase of tri-annual cycled1 - variance in annual cycled2 - variance in bi-annual cycled3 - variance in tri-annual cycleda - combined variance in annual, bi-annual, and tri-annual cyclesvr - variance in raw dataParameter Fourier Variable Image values areERA5  A0, A1, A2, A3, Min, Max, Vr Reflectance values  monthly total precipitation in mmALL D1,D2,D3,Da PercentagesALL E1,E2,E3 PercentagesALL P1,P2.P3 Months*100. (Jan=100)