cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wqn7dm
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melocactus salvadorensis Werderm."
 ]
}

 The dataset includes 60 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004656-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ghvuz
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.1062668999999943 39.7662144999999967, -86.1062668999999943 39.7691956000000033, -86.1062668999999943 39.7714752700000034, -86.1062668999999943 39.7751578000000023, -86.1062668999999943 39.7777881900000025, -86.1062668999999943 39.7807692900000021, -86.1062668999999943 39.7849779000000012, -86.1062668999999943 39.7888358000000011, -86.1027649400000001 39.7888358000000011, -86.0976871000000017 39.7888358000000011, -86.0936598400000008 39.7888358000000011, -86.0887570999999951 39.7888358000000011, -86.0887570999999951 39.7862054200000017, -86.0887570999999951 39.7825228800000019, -86.0887570999999951 39.7779635500000026, -86.0887570999999951 39.7746317300000030, -86.0887570999999951 39.7716506300000034, -86.0887570999999951 39.7681434499999966, -86.0887570999999951 39.7662144999999967, -86.0929594499999951 39.7662144999999967, -86.0971617999999950 39.7662144999999967, -86.0989127800000063 39.7662144999999967, -86.1032902299999989 39.7662144999999967, -86.1062668999999943 39.7662144999999967))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 121 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098514-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xn64d
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-118.1989291000000009 33.8263457999999986, -118.1989291000000009 33.8278500400000013, -118.1989291000000009 33.8289364399999997, -118.1989291000000009 33.8306913899999984, -118.1989291000000009 33.8317777899999967, -118.1989291000000009 33.8333656000000005, -118.1989291000000009 33.8347027000000011, -118.1973449999999985 33.8347027000000011, -118.1958444800000052 33.8347027000000011, -118.1935936900000002 33.8347027000000011, -118.1910094499999957 33.8347027000000011, -118.1891754699999950 33.8347027000000011, -118.1877580999999964 33.8347027000000011, -118.1877580999999964 33.8323627700000031, -118.1877580999999964 33.8306913899999984, -118.1877580999999964 33.8295214199999990, -118.1877580999999964 33.8282678899999993, -118.1877580999999964 33.8263457999999986, -118.1889253800000006 33.8263457999999986, -118.1908427200000062 33.8263457999999986, -118.1920931599999989 33.8263457999999986, -118.1935103299999952 33.8263457999999986, -118.1951775800000064 33.8263457999999986, -118.1978451800000016 33.8263457999999986, -118.1989291000000009 33.8263457999999986))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 54 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091001-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykhe86
title: Occurrence Download

description: A dataset containing 5330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Yucca brevifolia Engelm."
 ]
}

 The dataset includes 5330 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206699-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awfn3c
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-118.1287111000000039 33.7736281999999974, -118.1287111000000039 33.7745616799999979, -118.1287111000000039 33.7761174800000035, -118.1287111000000039 33.7777355099999994, -118.1287111000000039 33.7789179199999978, -118.1287111000000039 33.7798513999999983, -118.1273406499999936 33.7798513999999983, -118.1265307999999976 33.7798513999999983, -118.1252848700000015 33.7798513999999983, -118.1236651699999953 33.7798513999999983, -118.1224192499999930 33.7798513999999983, -118.1209865000000008 33.7798513999999983, -118.1209865000000008 33.7784823000000003, -118.1209865000000008 33.7775488199999998, -118.1209865000000008 33.7763041799999968, -118.1209865000000008 33.7754329300000009, -118.1209865000000008 33.7746861400000000, -118.1209865000000008 33.7736281999999974, -118.1226061400000020 33.7736281999999974, -118.1244127300000031 33.7736281999999974, -118.1255340600000068 33.7736281999999974, -118.1267176900000067 33.7736281999999974, -118.1279636099999948 33.7736281999999974, -118.1287111000000039 33.7736281999999974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 56 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091006-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3sepb
title: Occurrence Download

description: A dataset containing 49712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The birds collection (ZO) of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 49712 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098506-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76jhwn
title: Occurrence Download

description: A dataset containing 895693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anser fabalis (Latham, 1787), Gallinago stenura (Bonaparte, 1831), Cinclus cinclus (Linnaeus, 1758), Saxicola rubetra (Linnaeus, 1758), Jynx torquilla Linnaeus, 1758)",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 895693 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329135-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxkp6a
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Phalaropus tricolor (Vieillot, 1819)"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044412-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7s15i
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009518-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iee0lx
title: Occurrence Download

description: A dataset containing 5502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus miniata A.Cunn. ex Schauer",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5502 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044420-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw6pbc
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunocephalus aleuropsis Cope, 1870"
 ]
}

 The dataset includes 114 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326040-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d7syw
title: Occurrence Download

description: A dataset containing 3074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pluvianus aegyptius (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3074 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056380-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc3si5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus mimica subsp. continens Brooker & Hopper",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044415-191105090559680/datasets/export for details.
DOI: 10.18710/d9mh96/wfjg5v
title: Final_demo_2020_P_Pic_E54_N24.tif
DOI: 10.18710/d9mh96/wms4og
title: Final_demo_2020_stdev_P_Pic_E34_N39.tif
DOI: 10.18710/d9mh96/xo4dhh
title: Final_demo_2020_P_Pic_E24_N14.tif
DOI: 10.18710/losnxk/ostgug
title: Final_demo_2020_P_Pin_E29_N24.tif
DOI: 10.18710/losnxk/uixhxi
title: Final_demo_2020_P_Pin_E49_N24.tif
DOI: 10.18710/vk8lus/3yrum3
title: Final_demo_2020_stdev_P_Abi_E39_N24.tif
DOI: 10.18710/vk8lus/vznrgc
title: Final_demo_2020_P_Abi_E29_N24.tif
DOI: 10.18710/vk8lus/xhsdk5
title: Final_demo_2020_P_Abi_E34_N29.tif
DOI: 10.18710/vk8lus/yzkwvo
title: Final_demo_2020_stdev_P_Abi_E34_N14.tif
DOI: 10.15468/dl.jvh2hp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eukerria emete",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054641-251120083545085/datasets/export for details.
DOI: 10.18710/dnb6ud/oleqlg
title: Final_demo_2020_stdev_P_OthCon_E44_N54.tif
DOI: 10.18710/losnxk/0io50e
title: Final_demo_2020_P_Pin_E44_N14.tif
DOI: 10.18710/losnxk/bbwstn
title: Final_demo_2020_stdev_P_Pin_E39_N39.tif
DOI: 10.18710/losnxk/einpqj
title: Final_demo_2020_stdev_P_Pin_E39_N14.tif
DOI: 10.18710/losnxk/gwei2x
title: Final_demo_2020_P_Pin_E39_N19.tif
DOI: 10.18710/losnxk/ju2bya
title: Final_demo_2020_stdev_P_Pin_E39_N34.tif
DOI: 10.18710/losnxk/jz7gqh
title: Final_demo_2020_stdev_P_Pin_E29_N19.tif
DOI: 10.18710/losnxk/ttgvpb
title: Final_demo_2020_P_Pin_E54_N19.tif
DOI: 10.18710/losnxk/upbxoc
title: Final_demo_2020_stdev_P_Pin_E29_N24.tif
DOI: 10.18710/losnxk/y36gdp
title: Final_demo_2020_stdev_P_Pin_E49_N29.tif
DOI: 10.18710/losnxk/ypbggy
title: Final_demo_2020_P_Pin_E54_N14.tif
DOI: 10.18710/mcsuag/1ourka
title: Final_demo_2020_DBH_E49_N34.tif
DOI: 10.18710/mcsuag/zpue2v
title: Final_demo_2020_DBH_E39_N34.tif
DOI: 10.18710/vk8lus/0gfq31
title: Final_demo_2020_P_Abi_E54_N34.tif
DOI: 10.18710/vk8lus/3zxczg
title: Final_demo_2020_P_Abi_E39_N14.tif
DOI: 10.18710/vk8lus/5p6qya
title: Final_demo_2020_stdev_P_Abi_E44_N19.tif
DOI: 10.18710/vk8lus/ajaeub
title: Final_demo_2020_P_Abi_E49_N39.tif
DOI: 10.18710/vk8lus/dbjysu
title: Final_demo_2020_P_Abi_E29_N19.tif
DOI: 10.18710/vk8lus/hb4fhr
title: Final_demo_2020_stdev_P_Abi_E29_N39.tif
DOI: 10.18710/vk8lus/mcw3ty
title: Final_demo_2020_stdev_P_Abi_E54_N24.tif
DOI: 10.18710/vk8lus/nrklzz
title: Final_demo_2020_stdev_P_Abi_E29_N34.tif
DOI: 10.18710/vk8lus/oheceq
title: Final_demo_2020_P_Abi_E44_N34.tif
DOI: 10.18710/vk8lus/oiistr
title: Final_demo_2020_P_Abi_E34_N24.tif
DOI: 10.18710/vk8lus/vbvcjq
title: Final_demo_2020_stdev_P_Abi_E44_N29.tif
DOI: 10.18710/vk8lus/vuaesx
title: Final_demo_2020_stdev_P_Abi_E29_N14.tif
DOI: 10.18710/vk8lus/wgvjqw
title: Final_demo_2020_stdev_P_Abi_E34_N29.tif
DOI: 10.18710/2u0dqk/yrpeyu
title: Final_demo_2020_stdev_H_E54_N19.tif
DOI: 10.18710/dnb6ud/nfgsfg
title: Final_demo_2020_stdev_P_OthCon_E49_N24.tif
DOI: 10.18710/dnb6ud/wr2v9t
title: Final_demo_2020_P_OthCon_E34_N14.tif
DOI: 10.18710/losnxk/mnik8j
title: Final_demo_2020_stdev_P_Pin_E44_N29.tif
DOI: 10.18710/losnxk/obtk3p
title: Final_demo_2020_P_Pin_E59_N14.tif
DOI: 10.18710/losnxk/pbq27c
title: Final_demo_2020_stdev_P_Pin_E34_N29.tif
DOI: 10.18710/mcsuag
title: Quadratic mean diameter (DBH) map for 2020

description: This dataset provides a high-resolution (10 m) pan-European map of forest Quadratic mean diameter (DBH) for the year 2020, along with an accompanying standard deviation layer. It is part of the PathFinder collection of forest structure maps, which integrates Sentinel-2 satellite imagery, auxiliary geospatial layers, and National Forest Inventory (NFI) data to deliver detailed forest attribute predictions across Europe. The map supports applications in forest management, biomass estimation, carbon accounting, and ecological modeling. For methodology and data integration details, see the documentation dataset of the PathFinder collection (&lt;a href="https://doi.org/10.18710/OEYKEG" title="Documentation" target="_blank"&gt;https://doi.org/10.18710/OEYKEG&lt;/a&gt;) and the following publication: Miettinen, J., Breidenbach, J. et al. (2025). PathFinder's High-Resolution Pan-European Forest Structure Maps: An Integration of Earth Observation and National Forest Inventory Data. Zenodo. &lt;a href="https://doi.org/10.5281/zenodo.17107267" title="Documentation" target="_blank"&gt;https://doi.org/10.5281/zenodo.17107267&lt;/a&gt;.
description: Quadratic mean diameter (DBH)
DOI: 10.18710/mcsuag/cn9ns4
title: Final_demo_2020_stdev_DBH_E34_N39.tif
DOI: 10.18710/mcsuag/hldedh
title: Final_demo_2020_DBH_E44_N19.tif
DOI: 10.18710/mcsuag/mo7ooo
title: Final_demo_2020_stdev_DBH_E24_N24.tif
DOI: 10.18710/mcsuag/yl9ie7
title: Final_demo_2020_DBH_E24_N24.tif
DOI: 10.18710/y7m8qa/oillq0
title: Final_demo_2020_BA_E39_N39.tif
DOI: 10.18710/2u0dqk/0qi7k6
title: Final_demo_2020_H_E44_N24.tif
DOI: 10.18710/2u0dqk/1koj3w
title: Final_demo_2020_H_E49_N19.tif
DOI: 10.18710/2u0dqk/as3ams
title: Final_demo_2020_H_E44_N39.tif
DOI: 10.18710/2u0dqk/bgmxmq
title: Final_demo_2020_H_E44_N49.tif
DOI: 10.18710/2u0dqk/ccilfm
title: Final_demo_2020_H_E39_N44.tif
DOI: 10.18710/2u0dqk/en5uin
title: Final_demo_2020_stdev_H_E44_N14.tif
DOI: 10.18710/2u0dqk/g2jqmn
title: Final_demo_2020_H_E39_N29.tif
DOI: 10.18710/2u0dqk/hzabme
title: Final_demo_2020_H_E54_N44.tif
DOI: 10.18710/2u0dqk/jbiemt
title: Final_demo_2020_stdev_H_E39_N24.tif
DOI: 10.18710/2u0dqk/jdrsyj
title: Final_demo_2020_stdev_H_E54_N44.tif
DOI: 10.18710/2u0dqk/lqfx1e
title: Final_demo_2020_H_E44_N29.tif
DOI: 10.18710/2u0dqk/ogmsz2
title: Final_demo_2020_stdev_H_E44_N44.tif
DOI: 10.18710/2u0dqk/ptyndj
title: Final_demo_2020_H_E29_N34.tif
DOI: 10.18710/2u0dqk/vviec3
title: Final_demo_2020_H_E39_N39.tif
DOI: 10.18710/2u0dqk/ykiskt
title: Final_demo_2020_H_E44_N19.tif
DOI: 10.18710/dnb6ud/0x6mw8
title: Final_demo_2020_stdev_P_OthCon_E59_N14.tif
DOI: 10.18710/dnb6ud/kbvsc8
title: Final_demo_2020_P_OthCon_E54_N29.tif
DOI: 10.18710/dnb6ud/klz4jw
title: Final_demo_2020_stdev_P_OthCon_E49_N49.tif
DOI: 10.18710/dnb6ud/r5ffmq
title: Final_demo_2020_stdev_P_OthCon_E49_N54.tif
DOI: 10.18710/losnxk/7ojgfh
title: Final_demo_2020_stdev_P_Pin_E39_N44.tif
DOI: 10.18710/losnxk/owwh4e
title: Final_demo_2020_stdev_P_Pin_E64_N14.tif
DOI: 10.18710/mcsuag/2twll6
title: Final_demo_2020_stdev_DBH_E49_N44.tif
DOI: 10.18710/mcsuag/3h6w59
title: Final_demo_2020_stdev_DBH_E29_N24.tif
DOI: 10.18710/mcsuag/begyd5
title: Final_demo_2020_stdev_DBH_E29_N14.tif
DOI: 10.18710/mcsuag/hwqsyq
title: Final_demo_2020_stdev_DBH_E44_N54.tif
DOI: 10.18710/mcsuag/p2glmm
title: Final_demo_2020_DBH_E29_N19.tif
DOI: 10.18710/mcsuag/q2ixnz
title: Final_demo_2020_stdev_DBH_E59_N14.tif
DOI: 10.18710/mcsuag/rz8cih
title: Final_demo_2020_stdev_DBH_E44_N34.tif
DOI: 10.18710/mcsuag/vzildn
title: Final_demo_2020_DBH_E44_N14.tif
DOI: 10.18710/mcsuag/zjsn4w
title: Final_demo_2020_stdev_DBH_E64_N14.tif
DOI: 10.18710/taixup/beoiw2
title: Final_demo_2020_gai_AGB_E49_N14.tif
DOI: 10.18710/taixup/domixk
title: Final_demo_2020_gai_AGB_E39_N29.tif
DOI: 10.18710/taixup/mpb5kn
title: Final_demo_2020_gai_AGB_E24_N24.tif
DOI: 10.18710/taixup/xoskxz
title: Final_demo_2020_gai_AGB_E54_N24.tif
DOI: 10.18710/taixup/zyand4
title: Final_demo_2020_gai_AGB_E29_N14.tif
DOI: 10.18710/y7m8qa/8yatjo
title: Final_demo_2020_BA_E29_N14.tif
DOI: 10.18710/y7m8qa/d1jl0k
title: Final_demo_2020_BA_E24_N19.tif
DOI: 10.18710/y7m8qa/fazuod
title: Final_demo_2020_stdev_BA_E54_N29.tif
DOI: 10.18710/y7m8qa/lmrxng
title: Final_demo_2020_stdev_BA_E39_N44.tif
DOI: 10.18710/y7m8qa/lohvhz
title: Final_demo_2020_BA_E39_N34.tif
DOI: 10.18710/y7m8qa/mmml8g
title: Final_demo_2020_BA_E34_N19.tif
DOI: 10.18710/y7m8qa/plvvx7
title: Final_demo_2020_stdev_BA_E49_N44.tif
DOI: 10.18710/y7m8qa/usugvm
title: Final_demo_2020_stdev_BA_E44_N49.tif
DOI: 10.18710/y7m8qa/vk0p9c
title: Final_demo_2020_stdev_BA_E54_N14.tif
DOI: 10.18710/y7m8qa/xh9jrc
title: Final_demo_2020_stdev_BA_E64_N14.tif
DOI: 10.18710/2u0dqk
title: Height (H) map for 2020

description: This dataset provides a high-resolution (10 m) pan-European map of forest Height (H) for the year 2020, along with an accompanying standard deviation layer. It is part of the PathFinder collection of forest structure maps, which integrates Sentinel-2 satellite imagery, auxiliary geospatial layers, and National Forest Inventory (NFI) data to deliver detailed forest attribute predictions across Europe. The map supports applications in forest management, biomass estimation, carbon accounting, and ecological modeling. For methodology and data integration details, see the documentation dataset of the PathFinder collection (&lt;a href="https://doi.org/10.18710/OEYKEG" title="Documentation" target="_blank"&gt;https://doi.org/10.18710/OEYKEG&lt;/a&gt;) and the following publication: Miettinen, J., Breidenbach, J. et al. (2025). PathFinder's High-Resolution Pan-European Forest Structure Maps: An Integration of Earth Observation and National Forest Inventory Data. Zenodo. &lt;a href="https://doi.org/10.5281/zenodo.17107267" title="Documentation" target="_blank"&gt;https://doi.org/10.5281/zenodo.17107267&lt;/a&gt;.
description: Height (H)
DOI: 10.18710/2u0dqk/52dric
title: Final_demo_2020_stdev_H_E49_N44.tif
DOI: 10.18710/2u0dqk/qbob5j
title: Final_demo_2020_stdev_H_E54_N34.tif
DOI: 10.18710/taixup/pri144
title: Final_demo_2020_stdev_gai_AGB_E44_N34.tif
DOI: 10.18710/y7m8qa
title: Basal area (BA) map for 2020

description: This dataset provides a high-resolution (10 m) pan-European map of forest Basal area (BA) for the year 2020, along with an accompanying standard deviation layer. It is part of the PathFinder collection of forest structure maps, which integrates Sentinel-2 satellite imagery, auxiliary geospatial layers, and National Forest Inventory (NFI) data to deliver detailed forest attribute predictions across Europe. The map supports applications in forest management, biomass estimation, carbon accounting, and ecological modeling. For methodology and data integration details, see the documentation dataset of the PathFinder collection (&lt;a href="https://doi.org/10.18710/OEYKEG" title="Documentation" target="_blank"&gt;https://doi.org/10.18710/OEYKEG&lt;/a&gt;) and the following publication: Miettinen, J., Breidenbach, J. et al. (2025). PathFinder's High-Resolution Pan-European Forest Structure Maps: An Integration of Earth Observation and National Forest Inventory Data. Zenodo. &lt;a href="https://doi.org/10.5281/zenodo.17107267" title="Documentation" target="_blank"&gt;https://doi.org/10.5281/zenodo.17107267&lt;/a&gt;.
description: Basal area (BA)
DOI: 10.18710/2u0dqk/zzumaa
title: Final_demo_2020_stdev_H_E59_N14.tif
DOI: 10.18710/mno3lv/21ryqe
title: Final_demo_2020_stdev_nai_AGB_E24_N24.tif
DOI: 10.18710/mno3lv/8x0zpz
title: Final_demo_2020_stdev_nai_AGB_E64_N14.tif
DOI: 10.18710/mno3lv/ahcjym
title: Final_demo_2020_stdev_nai_AGB_E29_N19.tif
DOI: 10.18710/mno3lv/e5pzol
title: Final_demo_2020_stdev_nai_AGB_E24_N14.tif
DOI: 10.18710/mno3lv/giawqv
title: Final_demo_2020_stdev_nai_AGB_E39_N19.tif
DOI: 10.18710/mno3lv/gv4crx
title: Final_demo_2020_stdev_nai_AGB_E29_N39.tif
DOI: 10.18710/mno3lv/i6zt6b
title: Final_demo_2020_stdev_nai_AGB_E54_N24.tif
DOI: 10.18710/mno3lv/k8dpvx
title: Final_demo_2020_nai_AGB_E64_N14.tif
DOI: 10.18710/mno3lv/ls0ajh
title: Final_demo_2020_nai_AGB_E34_N29.tif
DOI: 10.18710/mno3lv/md1eno
title: Final_demo_2020_nai_AGB_E49_N14.tif
DOI: 10.18710/mno3lv/mhvuah
title: Final_demo_2020_stdev_nai_AGB_E29_N14.tif
DOI: 10.18710/mno3lv/mlwaat
title: Final_demo_2020_stdev_nai_AGB_E29_N34.tif
DOI: 10.18710/mno3lv/navobj
title: Final_demo_2020_nai_AGB_E54_N29.tif
DOI: 10.18710/mno3lv/r4ocex
title: Final_demo_2020_nai_AGB_E44_N24.tif
DOI: 10.18710/mno3lv/tfqecy
title: Final_demo_2020_nai_AGB_E49_N19.tif
DOI: 10.18710/mno3lv/vnpdog
title: Final_demo_2020_nai_AGB_E39_N14.tif
DOI: 10.18710/mno3lv/yds0sz
title: Final_demo_2020_nai_AGB_E49_N29.tif
DOI: 10.18710/mno3lv/yj5zim
title: Final_demo_2020_nai_AGB_E49_N34.tif
DOI: 10.18710/mno3lv/zqtqmz
title: Final_demo_2020_nai_AGB_E49_N39.tif
DOI: 10.18710/mno3lv/zzpfpv
title: Final_demo_2020_nai_AGB_E44_N54.tif
DOI: 10.18710/myhvun/0l1wi7
title: Final_demo_2024_AGB_E24_N24.tif
DOI: 10.18710/myhvun/4l9t4w
title: Final_demo_2024_stdev_AGB_E29_N29.tif
DOI: 10.18710/myhvun/byjfkr
title: Final_demo_2024_AGB_E54_N44.tif
DOI: 10.18710/myhvun/dm8wyk
title: Final_demo_2024_AGB_E34_N34.tif
DOI: 10.18710/myhvun/ejyzt2
title: Final_demo_2024_stdev_AGB_E34_N24.tif
DOI: 10.18710/myhvun/exlf2e
title: Final_demo_2024_AGB_E39_N34.tif
DOI: 10.18710/myhvun/ibbxkw
title: Final_demo_2024_AGB_E44_N14.tif
DOI: 10.18710/myhvun/ka6htg
title: Final_demo_2024_stdev_AGB_E39_N29.tif
DOI: 10.18710/myhvun/nqtpuu
title: Final_demo_2024_AGB_E39_N44.tif
DOI: 10.18710/myhvun/o5fd78
title: Final_demo_2024_AGB_E44_N44.tif
DOI: 10.18710/myhvun/tfzqod
title: Final_demo_2024_AGB_E49_N39.tif
DOI: 10.18710/myhvun/vrbzix
title: Final_demo_2024_AGB_E54_N14.tif
DOI: 10.18710/myhvun/x9y8my
title: Final_demo_2024_AGB_E49_N29.tif
DOI: 10.18710/taixup/1b5f9g
title: Final_demo_2020_stdev_gai_AGB_E49_N44.tif