cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14778089
title: A global standardized high-resolution Leaf Area Index validation product

description: This dataset provides high-resolution Leaf Area Index (LAI) reference maps for validating global LAI products. It includes a total of 258 high-resolution reference LAI rasters which are available across 105 locations in 25 countries, with spatial resolutions depending on the sensor (e.g., 30m for Landsat, 10m for SPOT). The maps contain LAI effective values and are organized by validation study, country, and location, with standardized filenames for easy processing. The dataset is available for public access on Zenodo and can be used for further analysis and validation of LAI products. Five validation studies were included and the respective articles can be found below. 

Validation Studies;



ImagineS: Fuster, B., S´anchez-Zapero, J., Camacho, F., García-Santos, V., Verger, A., Lacaze, R., Weiss, M., Baret, F., Smets, B., 2020. Quality assessment of PROBA-V LAI, fAPAR and fCOVER collection 300 m products of Copernicus global land service. Remote Sens.12 (6), 1017.

Valeri: Baret, F., Weiss, M., Allard, D., Garrigues, S., Leroy, M., Jeanjean, H., Fernandes, R., Myneni, R., Privette, J., Morisette, J., 2021. VALERI: a network of sites and a methodology for the validation of medium spatial resolution land satellite products ⟨hal-03221068⟩. 

Bigfoot: Gower, S.T., Kirschbaum, A.A., 2008. BigFoot Field Data for North American Sites, 1999–2003. ORNL Distributed Active Archive Center. 

ValLAI_Crop: Song, B., Liu, L., Du, S. et al. ValLAI_Crop, a validation dataset for coarse-resolution satellite LAI products over Chinese cropland. Sci Data 8, 243 (2021).

CNERN: Fang, Hongliang; Zhang, Yinghui; Wei, Shanshan; Li, Wenjuan; Ye, Yongchang; Sun, Tao; Liu, Weiwei (2019): The field measurements and high resolution reference LAI data in Hailun and Honghe, China [dataset]. PANGAEA


Dataset description;



LAI Reference Dataset.zip: Contains 258 high resolution standardized LAI rasters organized into subfolders (i.e. country, validation project, year, location )

Moderate Resolution LAI Products.zip: Contains moderate resolution LAI raster products (MODIS, PROBA-V, GLASS) and MODIS NDVI raster for 9 reference sites. These products were used to validate the high resolution LAI rasters that exist in the dataset. 

LAI_Reference_Dataset_Locations.csv: A list of high resolution LAI raster locations and their point coordinates
DOI: 10.5281/zenodo.15130502
title: A global standardized high-resolution Leaf Area Index validation product

description: This dataset provides high-resolution Leaf Area Index (LAI) reference maps for validating global LAI products. It includes a total of 258 high-resolution reference LAI rasters which are available across 105 locations in 25 countries, with spatial resolutions depending on the sensor (e.g., 30m for Landsat, 10m for SPOT). The maps contain LAI effective values and are organized by validation study, country, and location, with standardized filenames for easy processing. The dataset is available for public access on Zenodo and can be used for further analysis and validation of LAI products. Five validation studies were included and the respective articles can be found below. 

Validation Studies;



ImagineS: Fuster, B., S´anchez-Zapero, J., Camacho, F., García-Santos, V., Verger, A., Lacaze, R., Weiss, M., Baret, F., Smets, B., 2020. Quality assessment of PROBA-V LAI, fAPAR and fCOVER collection 300 m products of Copernicus global land service. Remote Sens.12 (6), 1017.

Valeri: Baret, F., Weiss, M., Allard, D., Garrigues, S., Leroy, M., Jeanjean, H., Fernandes, R., Myneni, R., Privette, J., Morisette, J., 2021. VALERI: a network of sites and a methodology for the validation of medium spatial resolution land satellite products ⟨hal-03221068⟩. 

Bigfoot: Gower, S.T., Kirschbaum, A.A., 2008. BigFoot Field Data for North American Sites, 1999–2003. ORNL Distributed Active Archive Center. 

ValLAI_Crop: Song, B., Liu, L., Du, S. et al. ValLAI_Crop, a validation dataset for coarse-resolution satellite LAI products over Chinese cropland. Sci Data 8, 243 (2021).

CNERN: Fang, Hongliang; Zhang, Yinghui; Wei, Shanshan; Li, Wenjuan; Ye, Yongchang; Sun, Tao; Liu, Weiwei (2019): The field measurements and high resolution reference LAI data in Hailun and Honghe, China [dataset]. PANGAEA


Dataset description;



LAI Reference Dataset.zip: Contains 258 high resolution standardized LAI rasters organized into subfolders (i.e. country, validation project, year, location )

Moderate Resolution LAI Products.zip: Contains moderate resolution LAI raster products (MODIS, PROBA-V, GLASS) and MODIS NDVI raster for 9 reference sites. These products were used to validate the high resolution LAI rasters that exist in the dataset. 

LAI_Reference_Dataset_Locations.csv: A list of high resolution LAI raster locations and their point coordinates
DOI: 10.5281/zenodo.15222062
title: A global standardized high-resolution Leaf Area Index validation product

description: This dataset provides high-resolution Leaf Area Index (LAI) reference maps for validating global LAI products. It includes a total of 258 high-resolution reference LAI rasters which are available across 105 locations in 25 countries, with spatial resolutions depending on the sensor (e.g., 30m for Landsat, 10m for SPOT). The maps contain LAI effective values and are organized by validation study, country, and location, with standardized filenames for easy processing. The dataset is available for public access on Zenodo and can be used for further analysis and validation of LAI products. Five validation studies were included and the respective articles can be found below. 

Validation Studies;



ImagineS: Fuster, B., S´anchez-Zapero, J., Camacho, F., García-Santos, V., Verger, A., Lacaze, R., Weiss, M., Baret, F., Smets, B., 2020. Quality assessment of PROBA-V LAI, fAPAR and fCOVER collection 300 m products of Copernicus global land service. Remote Sens.12 (6), 1017.

Valeri: Baret, F., Weiss, M., Allard, D., Garrigues, S., Leroy, M., Jeanjean, H., Fernandes, R., Myneni, R., Privette, J., Morisette, J., 2021. VALERI: a network of sites and a methodology for the validation of medium spatial resolution land satellite products ⟨hal-03221068⟩. 

Bigfoot: Gower, S.T., Kirschbaum, A.A., 2008. BigFoot Field Data for North American Sites, 1999–2003. ORNL Distributed Active Archive Center. 

ValLAI_Crop: Song, B., Liu, L., Du, S. et al. ValLAI_Crop, a validation dataset for coarse-resolution satellite LAI products over Chinese cropland. Sci Data 8, 243 (2021).

CNERN: Fang, Hongliang; Zhang, Yinghui; Wei, Shanshan; Li, Wenjuan; Ye, Yongchang; Sun, Tao; Liu, Weiwei (2019): The field measurements and high resolution reference LAI data in Hailun and Honghe, China [dataset]. PANGAEA


Dataset description;



LAI Reference Dataset.zip: Contains 258 high resolution standardized LAI rasters organized into subfolders (i.e. country, validation project, year, location )

Moderate Resolution LAI Products.zip: Contains moderate resolution LAI raster products (MODIS, PROBA-V, GLASS) and MODIS NDVI raster for 9 reference sites. These products were used to validate the high resolution LAI rasters that exist in the dataset. 

LAI_Reference_Dataset_Locations_v2.xlsx: A list of high resolution LAI raster locations and their point coordinates with important details

Readme_LAI_Dataset.txt: Summary of essential information
DOI: 10.15468/dl.q8wuke
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tachypleus tridentatus (Leach, 1819)"
 ]
}

 The dataset includes 362 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000065-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xrunr
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carcinoscorpius rotundicauda (Latreille, 1802)"
 ]
}

 The dataset includes 514 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000067-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crxjzb
title: Occurrence Download

description: A dataset containing 1 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 Nessia sarasinorum (Müller, 1889)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084198-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yncbzv
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex ambigua (Michx.) Torr.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161359-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xhyhb
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca cornuta (Boulenger, 1898)"
 ]
}

 The dataset includes 233 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n52aza
title: Occurrence Download

description: A dataset containing 38326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis australis L."
 ]
}

 The dataset includes 38326 records from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084185-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc7e58
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum robynsianum (J.Rousseau) Brouillet & Labrecque",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 121 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v1nsy8
title: Occurrence Download

description: A dataset containing 1302 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Senna artemisioides (Gaudich. ex DC.) Isely"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1302 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9ygwq
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalaria micans Link"
 ]
}

 The dataset includes 71 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084183-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf72ha
title: Occurrence Download

description: A dataset containing 2358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apocynum cannabinum L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 2358 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161330-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzyr6v
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zabelia densipila M.P.Hong, Y.C.Kim & B.Y.Lee"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140835-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfpwie
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is USU-UTC Specimen Database"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfg794
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carduus broteroi (Welw. ex Mariz) Cout."
 ]
}

 The dataset includes 154 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084203-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqwebw
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum undulatum (L.) G.L.Nesom",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 567 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174109-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zwabg
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)"
 ]
}

 The dataset includes 240 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140832-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szsit0
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chlorospingus inornatus (Nelson, 1912)"
 ]
}

 The dataset includes 222 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019890-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6yydt
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnosporia cryptopetala Reyes-Bet. & A.Santos"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018448-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfb7tk
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum urophyllum (DC.) G.L.Nesom",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 281 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174110-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nak1ci
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is USU-UTC Specimen Database"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019891-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5xq58
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alstroemeria pubiflora Ravenna"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140834-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97vxaw
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila cornuta Sond."
 ]
}

 The dataset includes 362 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018465-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehqt9u
title: Occurrence Download

description: A dataset containing 800 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Senna bicapsularis (L.) Roxb.",
 "TaxonKey is Senna corymbosa (Lam.) H.S.Irwin & Barneby"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 800 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019892-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3wfar
title: Occurrence Download

description: A dataset containing 16 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 Phymaturus punae Cei, Etheridge & Videla, 1985"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084246-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsbsrf
title: Occurrence Download

description: A dataset containing 5795494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5795494 records from 1466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019892-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lkqzsb
title: Occurrence Download

description: A dataset containing 1168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphocelus icteronotus Bonaparte, 1838",
 "HasCoordinate is true",
 "Geometry POLYGON((-98.4375 16.636191,-98.4375 -47.517200,-27.421875 -47.517200,-27.421875 16.636191,-98.4375 16.636191))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1168 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013420-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.933phg
title: Occurrence Download

description: A dataset containing 223622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyla Laurenti, 1768"
 ]
}

 The dataset includes 223622 records from 1557 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004268-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zk99f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea merremioides Alain"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164637-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j0stx6
title: Occurrence Download

description: A dataset containing 25585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipodomys merriami Mearns, 1890",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25585 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013421-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhxdje
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hackelia taylorii Harrod, Malmquist & R.L.Carr"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164640-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwpnuw
title: Occurrence Download

description: A dataset containing 19 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 Boophis erythrodactylus (Guibé, 1953)"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042615-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.