cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11235157
title: CEOS LPV DIRECT V2.1: A database of upscaled LAI, FAPAR and Fcover values for satellite biophysical product validation

description: Ground references of high quality are needed to validate satellite-based products. The DIRECT V2.1 database compiles Leaf Area Index (LAI), fraction of absorbed photosynthetically active radiation (FAPAR) and fraction of vegetation cover (FCover) averaged values over a 3 km x 3 km area. The ground data was upscaled using high spatial resolution imagery following CEOS WGCV LPV (so called CEOS LPV) LAI validation good practices (Fernandes et al., 2014) to properly account for the spatial heterogeneity of the site. Ground measurements performed during several international Cal/Val activities, including VALERI, BigFoot, SAFARI-2000, CCRS, Boston University, were compiled by S. Garrigues (Garrigues et al., 2008) in the DIRECT database, and later ingested in the CEOS LPV OLIVE tool (Weiss et al., 2014) for accuracy assessment.

F. Camacho reviewed DIRECT to remove those sites without understory measurements (Camacho et al., 2013) and after that expanded the database adding the ImagineS network of sites (Camacho et al., 2021). DIRECT V2.1 is the last update including 44 new sites from China (Fang et al., 2019; Song et al., 2021) and 2 more sites from ESA FRM4Veg project (Brown et al., 2021).

The CEOS LPV DIRECT V2.1 database constitutes a major effort of the international community to provide ground reference for the validation of satellite-based LAI and FAPAR ECVs, with a total of 176 sites around the world (7 main biome types) and 280 LAI values, 128 FAPAR and 122 FCOVER values covering the period from 2000 to 2021.

 

Data description



LAI, LAIeff, FAPAR and FCOVER upscaled values over 3 km x 3 km.

LAI_NoUnderstory, refers to sites where only overstory was measured and thus are not recommended for accuracy assessment of satellite products.


File contents

A Header " Sites":

General information for each site (coordinates, landcover, method, reference)

For each variable:



# number of the site (site description in Sites)

Lat_cen, latitude centre of 3km x 3km

Lon_cen, longitude centre of 3km x 3km

Site name, name of the site

Date, MM/DD/YYYY

Mean, average value over 3km x 3km

Uncert, uncertainty over 3 km x 3km (STD)
DOI: 10.5281/zenodo.11234583
title: RUEG Corpus

description: The Research Unit Emerging Grammars (RUEG) investigates the linguistic systems and linguistic resources of bilingual speakers from families with an immigrant history, “heritage speakers”, in both of their languages across different language pairs, registers, and age groups. We investigate speakers of Russian, Turkish, and Greek as heritage languages in Germany and the U.S., in addition to German as a heritage language in the U.S., as well as monolingual controls for majority and heritage languages. We study noncanonical phenomena as indicators of new grammatical options in bilingual systems. All projects contribute tothree “Joint Ventures” targeting (1) the development of new dialects vs. incomplete acquisition or erosion (“Language Change Hypothesis”), (2) the relevance of internal vs. external grammatical interfaces (“Interface Hypothesis”), and (3) the distinction of contact-induced change vs. language-internal developments and variation (“Internal Dynamics Hypothesis”). As a result of our collaborative research, we expect new insights into the special dynamics of language variation, language change and linguistic repertoires in contact situations and the modelling of noncanonical structures in the grammatical system, and new impulses for the investigation of heritage speakers and of speakers’ resources.

The projects are supported by two Mercator Fellows:

Shana Poplack, University of Ottawa

Maria Polinsky, University of Maryland

Jeanine Treffers-Daller, University of Reading

Cristina Flores, Universidade do Minho

The Research Unit is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – Project numbers: 39482131 & 313607803.

You can search this data online in ANNIS: https://korpling.german.hu-berlin.de/annis/
DOI: 10.5281/zenodo.3765218
title: RUEG Corpus

description: The Research Unit Emerging Grammars (RUEG) investigates the linguistic systems and linguistic resources of bilingual speakers from families with an immigrant history, “heritage speakers”, in both of their languages across different language pairs, registers, and age groups. We investigate speakers of Russian, Turkish, and Greek as heritage languages in Germany and the U.S., in addition to German as a heritage language in the U.S., as well as monolingual controls for majority and heritage languages. We study noncanonical phenomena as indicators of new grammatical options in bilingual systems. All projects contribute to<br> three “Joint Ventures” targeting (1) the development of new dialects vs. incomplete acquisition or erosion (“Language Change Hypothesis”), (2) the relevance of internal vs. external grammatical interfaces (“Interface Hypothesis”), and (3) the distinction of contact-induced change vs. language-internal developments and variation (“Internal Dynamics Hypothesis”). As a result of our collaborative research, we expect new insights into the special dynamics of language variation, language change and linguistic repertoires in contact situations and the modelling of noncanonical structures in the grammatical system, and new impulses for the investigation of heritage speakers and of speakers’ resources. The projects are supported by two Mercator Fellows: Shana Poplack, University of Ottawa Maria Polinsky, University of Maryland The Research Unit is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – Project number: 39482131. You can search this data online in ANNIS: https://korpling.german.hu-berlin.de/annis3/#c=rueg
DOI: 10.15468/dl.ek7pyp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen, Specimen, Material citation, Material sample)",
 "Country is Switzerland",
 "TaxonKey is Eptesicus serotinus (Schreber, 1774)",
 "Year 1990-2024"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026537-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25868632
title: <b>DNA methylation regulation against ionizing radiation effects in the cohort of the Lithuanian clean-up workers of the Chornobyl nuclear disaster</b>

description: List of genes representing molecular mechanisms of DNA methylation potentially related to the to the maintenance of the genome integrity after exposure to IR after exposure to IR.
DOI: 10.6084/m9.figshare.25868632.v1
title: <b>DNA methylation regulation against ionizing radiation effects in the cohort of the Lithuanian clean-up workers of the Chornobyl nuclear disaster</b>

description: List of genes representing molecular mechanisms of DNA methylation potentially related to the to the maintenance of the genome integrity after exposure to IR after exposure to IR.
DOI: 10.15468/dl.rgvsnz
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Australaphodius frenchi (Blackburn, 1892))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026536-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11217681
title: Large Language Models and prostate cancer
DOI: 10.5281/zenodo.11217682
title: Large Language Models and prostate cancer
DOI: 10.15468/dl.awdabw
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Proctophanes sculptus (Hope, 1846))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026538-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y98hy9
title: Occurrence Download

description: A dataset containing 2173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-10.64913 34.3084,-15.84399 24.34564,-20.17027 15.38842,-9.54948 3.70839,3.76084 5.48071,12.73445 -7.02496,9.48741 -22.82915,14.92366 -27.32671,15.68326 -35.62727,26.52601 -36.87634,38.53048 -23.54108,46.30505 -26.90807,53.57504 -17.58856,49.58193 -11.49975,43.14022 -10.40865,44.22475 -1.7803,53.53972 10.50201,50.92395 13.67163,43.67487 11.11003,36.71626 21.46022,32.5077 32.11799,32.00411 33.3225,26.7249 32.2417,18.84508 33.74677,15.21115 32.90615,11.60175 34.25812,11.82921 35.56111,10.45347 37.29731,9.29798 37.34526,4.10132 37.73252,-10.64913 34.3084))",
 "TaxonKey is Torgos tracheliotos (J.R.Forster, 1796)",
 "CoordinateUncertaintyInMeters is less than or equal to 40000"
 ]
}

 The dataset includes 2173 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026539-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22000/wbbsrwxpcktykfkf
title: Dataset belonging to the publication: "Catalyzed Henry Reaction by Compartmentalized Copper-Pyrazolyl-Complex Modified Microgels"

description: Raw and processed data for DLS, EPR, and SAXS measurements belonging to the publication "Catalyzed Henry Reaction by Compartmentalized Copper-Pyrazolyl-Complex Modified Microgels"
description: DLS measurements were performed on an ALV/CGS-3 Compact Goniometer System (ALV-Laser Vertriebsgesellschaft mbH, Hessen, Germany) with an ALV/LSE 5004 Tau Digital Correlator.
description: The SAXS experiments were performed at the CoSAXS beamline at the 3 GeV ring of the MAX-IV Laboratory (Lund, Sweden).
description: EPR spectra were recorded on a Miniscope MS 400 from Magnettech with a microwave frequency of 9.4 GHz.
description: The intensity time correlation functions of DLS measurements were analyzed using cumulant algorithm.
description: For SAXS measurements, the fitting of the obtained form factors was carried out using FitIt! software
description: The EPR spectra were simulated with the Matlab tool EasySpin, applying the simulation function pepper.
DOI: 10.17632/ysbzrb6bjz.1
title: Slip to twinning to slip transition in polycrystalline BCC-Fe: Effect of grain size

description: This supplementary data is for the above titled manuscript.
DOI: 10.17632/w3g4dpxfnr.1
title: Apatite geochemical perspectives on the maturation of continental arc crust via mush remobilization during magmatic flare-up

description: This dataset contains five tables, the data support the figures and discussions in a project on the petrogenesis of three closely related Cretaceous plutons in the Gangdese arc, southern Tibet. These data revealed that the temporal compositional evolution of these plutons represents the maturation of continental arc crust during magmatic flare-up through mush remobilization and mixing. The titles for the five talbes are: LA-ICP-MS zircon U-Pb isotopes data for the three Cretaceous plutons from the Nyemo-Namling area of the Gangdese arc, southern Tibet (Table S1). Whole-rock major-trace elements data for the three Cretaceous plutons from the Nyemo-Namling area (Table S2). Whole-rock Sr-Nd isotopes data for the three Cretaceous plutons from the Nyemo-Namling area (Table S3). Major-trace element compositional data for apatite from rocks in the three Cretaceous plutons of the Nyemo-Namling area (Table S4). Nd isotopic data for apatite from rocks in the three Cretaceous plutons of the Nyemo-Namling area (Table S5).
DOI: 10.15468/dl.wjqeju
title: Occurrence Download

description: A dataset containing 11046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Datura stramonium L."
 ]
}

 The dataset includes 11046 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026540-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hxpc5ysk9h.1
title: Corporate Responsibility in the Age of Climate Change: Evaluating CSR Effectiveness in Chinese Corporations

description: this sdata set waas use to evaluate the effectiveness of Corporate Social Responsibility (CSR) initiatives in fostering sustainable development within Chinese corporations and aligning with global corporate ethics standards.
DOI: 10.15468/dl.3w8ykr
title: Occurrence Download

description: A dataset containing 6062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrossidius tasmaniae (Hope, 1846))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6062 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026541-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zr4y7
title: Occurrence Download

description: A dataset containing 8456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "TaxonKey is Erigeron bonariensis L."
 ]
}

 The dataset includes 8456 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026542-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta8rtn
title: Occurrence Download

description: A dataset containing 17381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orcinus orca (Linnaeus, 1758)"
 ]
}

 The dataset includes 17381 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163270-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwewpv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84)",
 "TaxonKey is Ara ambiguus (Bechstein, 1811)"
 ]
}

 The dataset includes 30 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091079-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utuk2s
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.03735 42.77783,1.97058 42.00724,0.42485 41.22877,0.18963 40.65192,0.35765 40.3495,0.69928 40.22069,1.45282 40.49253,2.13573 40.64429,3.14894 41.0951,3.70241 41.44325,3.93451 41.8405,3.76936 42.36719,3.45692 42.64839,3.03735 42.77783))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charonia lampas (Linnaeus, 1758)"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011866-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku8pzu
title: Occurrence Download

description: A dataset containing 2245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Onychophora"
 ]
}

 The dataset includes 2245 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388268-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bf9pu
title: Occurrence Download

description: A dataset containing 2477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protobothrops mucrosquamatus (Cantor, 1839)"
 ]
}

 The dataset includes 2477 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091085-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpqbfh
title: Occurrence Download

description: A dataset containing 1111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zosterops minor A.B.Meyer, 1874"
 ]
}

 The dataset includes 1111 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0372908-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fr26q
title: Occurrence Download

description: A dataset containing 151389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Lamium album L."
 ]
}

 The dataset includes 151389 records from 722 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091083-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqx8k6
title: Occurrence Download

description: A dataset containing 25340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ursus arctos Linnaeus, 1758"
 ]
}

 The dataset includes 25340 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075159-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdxu24
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocheir sinensis H.Milne Edwards, 1853"
 ]
}

 The dataset's 2 records were derived from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091088-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3efvke
title: Occurrence Download

description: A dataset containing 1875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monocorophium insidiosum (Crawford, 1937)"
 ]
}

 The dataset includes 1875 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124774-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ppz-ym9-syd
title: Amphipoea Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/te3-1ll-kwt
title: Zophodia convolutella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ck9-nr3-7ht
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m3n-crg-4f6
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0zc-j2l-w71
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bpz-vg6-ttf
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0g3-xtc-m7w
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y40-23c-66d
title: Ceramica pisi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/52s-a3f-lxg
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xfn-q0h-a1n
title: Lycophotia porphyrea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eqp-rjy-emm
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s7c-awt-s9x
title: Polia bombycina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3r7-14z-lfv
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hke-ca6-5xp
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0fk-0wz-0zp
title: Celastrina argiolus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ly-sde-vvh
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/er0-byt-gn5
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fj7-t27-nbw
title: Celastrina argiolus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lqy-3qq-x7j
title: Sciota hostilis Stephens, 1834

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6xx-3jn-ct1
title: Epipsilia grisescens Fabricius, 1794

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tay-h24-scq
title: Papilio machaon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pbn-8re-k91
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tf5-nk1-361
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6mz-80m-1st
title: Tholera decimalis Poda, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sg5-hjw-7hk
title: Spilosoma lubricipeda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e9v-lq8-5fq
title: Phengaris Doherty, 1891

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.