cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.0swtbm
title: Occurrence Download

description: A dataset containing 14901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dreissena polymorpha (Pallas, 1771)"
 ]
}

 The dataset includes 14901 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029685-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qhzed
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrochilus subpapillosus Z.H.Tsi"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008915-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpvevo
title: Occurrence Download

description: A dataset containing 2609 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella remotifolia Spring"
 ]
}

 The dataset includes 2609 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qezyzu
title: Occurrence Download

description: A dataset containing 2507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Amaranthus spinosus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2507 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029686-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er3qyy
title: Occurrence Download

description: A dataset containing 1932 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mus musculus musculus"
 ]
}

 The dataset includes 1932 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191505-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kznomq
title: Occurrence Download

description: A dataset containing 25390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aptenodytes forsteri G.R.Gray, 1844"
 ]
}

 The dataset includes 25390 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029686-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td4hyq
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chlorocichla falkensteini (Reichenow, 1874)"
 ]
}

 The dataset includes 344 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008917-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz72n7
title: Occurrence Download

description: A dataset containing 512467 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 512467 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149499-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yqj2i
title: Occurrence Download

description: A dataset containing 72840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona autumnalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 72840 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029686-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5h96z
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia leptophylla Martelli"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008957-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrf6cy
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltandra virginica (L.) Schott",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 301 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161390-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqmnpg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-160.61133 24.81466,-167.08008 15.3181,-152.73633 13.41099,-149.36133 24.30305,-160.61133 24.81466))",
 "HasCoordinate is true",
 "TaxonKey is Alphitonia ponderosa Hbd.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029687-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4s3ab
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emerita austroafricana Schmitt, 1937)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008906-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkc3yr
title: Occurrence Download

description: A dataset containing 1303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arisaema triphyllum (L.) Schott",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 1303 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161372-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tiwve7
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia berlandieri Miq."
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029688-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.843fvt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula tunetana Pomel ex Batt."
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8j7rd
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle americana L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 310 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161406-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad00dc
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysemys picta bellii (Gray, 1831)"
 ]
}

 The dataset includes 750 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029689-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpgcnm
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrochilus yunnanensis Schltr."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008994-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17864/1947.001325
title: Storm Ciarán atmospheric pressure data

description: Storm Ciarán passed over the south of the UK on 2nd November 2023. This caused the atmospheric pressure to be unusually low for November, in the early morning in the south-east of the UK. This archive contains a collection of pressure measurements assembled for the region most affected. Data from roadside measurement sites at southern UK sites form the majority of this archive, at 10min sampling. The archive includes measurements at 1sec resolution obtained from the University of Reading Atmospheric Observatory’s precision barometer data, and from two amateur sites (Selsley and High Littleton) in the south-west. Boiling point of water determinations from Reading are also included.
DOI: 10.15468/dl.us8qsc
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calla palustris L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 681 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161373-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyjysy
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraboea effusa B.L.Burtt"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000482-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tacjlr
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphrasia cheesemanii Wettst."
 ]
}

 The dataset includes 94 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000482-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu8s3f
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Acer griseum (Franch.) Pax"
 ]
}

 The dataset includes 281 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001288-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10890136
title: Water_dataset_v0

description:  

General Information : 

The European Space Agency (ESA) initiated the OrbitalAI Φsat-2 challenge to establish a robust network of applications for Earth observation that capitalize on edge computing technologies. In participation in this challenge, a simulation tool known as the PhiSat-2 simulator was utilized. This simulator facilitated the recreation of the L1C reflectance product from the Sentinel-2 Multispectral sensor, featuring a Ground Sampling Distance (GSD) of 10 meters. Through the application of bicubic interpolation, the resultant simulated product achieved a heightened resolution of 4.75 meters GSD.

Subsequently, this newly generated high-resolution product was employed to generate training data tailored specifically for the detection of water-inundated roads. The focus was directed towards Bengaluru city on three distinct dates: May 3rd, September 5th, and October 25th, all occurring in 2022.

Training Data preparation : 

Simulated satellite imagery is utilized to compute the Normalized Difference Water Index (NDWI) for the identification of areas containing water bodies. By applying a threshold of 0.01, a binary mask is generated to delineate water from land. To enhance the accuracy of this mask and subsequently refine the overall machine learning model, a visual inspection and reclassification step is conducted using QGIS, an open-source software. Subsequently, the resulting water mask, sized at 4096 x 4096 pixels, is utilized to generate smaller image chips measuring 256 x 256 pixels each. A total of 768 image chips are extracted from the water mask to facilitate the development of the machine learning model.

Description of Water_dataset_v0: 

The dataset, titled "Water_dataset_v0," comprises information regarding water bodies in satellite imagery and is structured into two subfolders:





images: This directory houses the actual satellite image chips. Each image chip is formatted as a TIFF file and possesses dimensions of 256 x 256 pixels.




annotations: Within this folder are the corresponding water mask image chips associated with each image chip found in the "images" directory. These water masks also maintain a dimension of 256 x 256 pixels. of 256 x 256 pixels and are saved in TIFF format. The pixel values in the water mask represent the presence of water: 0 represents non-water pixels and 1 represents water pixels.



Example File Naming:

Images named using a consistent scheme like "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_0.tiff" "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_1.tiff"

Corresponding water masks would then be named "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_0.tiff""790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_1.tiff"
DOI: 10.5281/zenodo.10890137
title: Water_dataset_v0

description:  

General Information : 

The European Space Agency (ESA) initiated the OrbitalAI Φsat-2 challenge to establish a robust network of applications for Earth observation that capitalize on edge computing technologies. In participation in this challenge, a simulation tool known as the PhiSat-2 simulator was utilized. This simulator facilitated the recreation of the L1C reflectance product from the Sentinel-2 Multispectral sensor, featuring a Ground Sampling Distance (GSD) of 10 meters. Through the application of bicubic interpolation, the resultant simulated product achieved a heightened resolution of 4.75 meters GSD.

Subsequently, this newly generated high-resolution product was employed to generate training data tailored specifically for the detection of water-inundated roads. The focus was directed towards Bengaluru city on three distinct dates: May 3rd, September 5th, and October 25th, all occurring in 2022.

Training Data preparation : 

Simulated satellite imagery is utilized to compute the Normalized Difference Water Index (NDWI) for the identification of areas containing water bodies. By applying a threshold of 0.01, a binary mask is generated to delineate water from land. To enhance the accuracy of this mask and subsequently refine the overall machine learning model, a visual inspection and reclassification step is conducted using QGIS, an open-source software. Subsequently, the resulting water mask, sized at 4096 x 4096 pixels, is utilized to generate smaller image chips measuring 256 x 256 pixels each. A total of 768 image chips are extracted from the water mask to facilitate the development of the machine learning model.

Description of Water_dataset_v0: 

The dataset, titled "Water_dataset_v0," comprises information regarding water bodies in satellite imagery and is structured into two subfolders:





images: This directory houses the actual satellite image chips. Each image chip is formatted as a TIFF file and possesses dimensions of 256 x 256 pixels.




annotations: Within this folder are the corresponding water mask image chips associated with each image chip found in the "images" directory. These water masks also maintain a dimension of 256 x 256 pixels. of 256 x 256 pixels and are saved in TIFF format. The pixel values in the water mask represent the presence of water: 0 represents non-water pixels and 1 represents water pixels.



Example File Naming:

Images named using a consistent scheme like "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_0.tiff" "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_1.tiff"

Corresponding water masks would then be named "790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_0.tiff""790620-1430950_32643_PHISAT2-BANDS-GRID_0_2022-05-03T05-25-11_000_chip_0_1.tiff"
DOI: 10.5281/zenodo.11152092
title: Population-Facilities Interactions
DOI: 10.5281/zenodo.11152093
title: Population-Facilities Interactions
DOI: 10.6084/m9.figshare.24085107.v4
title: Cross-tolerance evolution is driven by selection on heat tolerance in <i>Drosophila subobscura</i>

description: Evolution of heat tolerance is a crucial mechanism for the adaptive response to global warming, but it depends on the genetic variance harbored by populations and the thermal stress intensity in nature. Selection experiments on heat tolerance have been key to understanding the heat tolerance evolution but the effect of variable heat stress intensity on the correlated responses of resistance traits has not been explored. Here, the effects of heat intensity selection (fast and slow ramping temperatures) for increasing knockdown temperature in <i>Drosophila subobscura</i> were evaluated on the knockdown time at different stressful temperatures (35, 36, 37, and 38 ºC), the thermal-death-time curves (TDT curves), the desiccation and starvation resistance. Correlated evolution was found for these four resistance traits in <i>D. subobscura</i>, which demonstrates that the evolutionary response to tolerate higher temperatures also confers the capacity to tolerate other stress such as desiccation and starvation. However, these correlated responses depended on the intensity of thermal selection and sex, which could limit our capacities to transfer these findings to natural scenarios. Nevertheless, this study reaffirms the value of the experimental evolutionary approach to explore and understand the adaptive responses of natural populations to global warming.
DOI: 10.15468/dl.pn6eyx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia halbingeriana Hágsater & Soto Arenas"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192633-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hukkb
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anolis punctatus Daudin, 1802"
 ]
}

 The dataset includes 705 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.226876
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chinchilla lanigera Bennett, 1829"
 ]
}

 The dataset includes 644 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192638-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kciess
title: Occurrence Download

description: A dataset containing 90901 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mississippi Entomological Museum"
 ]
}

 The dataset includes 90901 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000482-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vtz22
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didelphimorphia",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192646-230224095556074/datasets/export for details.
DOI: 10.15468/dl.99dcbg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia hermentiana Brongn. ex Neumann"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192637-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by7oir
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naja anchietae Bocage, 1879"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000919-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cwavx
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia huertae Soto Arenas & R.Jiménez"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192645-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.