Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles

This dataset represents 103 labelled approx. 60x60 meters shapefiles representing different forest types. Seventy-nine sites were visited forest plots during AWI field expeditions in summer 2018 in Chukotka and Western Yakutia, and in summer 2021 in Central Yakutia, Siberia, Russia. Twenty-four addi...

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Main Authors: Enguehard, Léa, Heim, Birgit, Kruse, Stefan, Frandsen, Peter C, Jackisch, Robert, Herzschuh, Ulrike
Format: Dataset
Language:English
Published: PANGAEA 2024
Subjects:
Online Access:https://doi.pangaea.de/10.1594/PANGAEA.964716
https://doi.org/10.1594/PANGAEA.964716
id ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.964716
record_format openpolar
institution Open Polar
collection PANGAEA - Data Publisher for Earth & Environmental Science
op_collection_id ftpangaea
language English
topic AWI Arctic Land Expedition
boreal forest
Campaign
Central Yakutia
Chukotka 2018
Class
ELEVATION
EN18000
EN18001
EN18003
EN18004
EN18006
EN18007
EN18012
EN18014
EN18021
EN18024
EN18025
EN18026
EN18027
EN18028
EN18029
EN18030
EN18035
EN18061
EN18063
EN18064
EN18065
EN18066
EN18067
EN18068
EN18069
EN18071
EN18072
EN18073
EN18074
EN18075
EN18077
EN18078
EN18079
EN18081
EN18083
EN21202
EN21203
EN21204
EN21205
EN21206
EN21209
EN21211
EN21212
spellingShingle AWI Arctic Land Expedition
boreal forest
Campaign
Central Yakutia
Chukotka 2018
Class
ELEVATION
EN18000
EN18001
EN18003
EN18004
EN18006
EN18007
EN18012
EN18014
EN18021
EN18024
EN18025
EN18026
EN18027
EN18028
EN18029
EN18030
EN18035
EN18061
EN18063
EN18064
EN18065
EN18066
EN18067
EN18068
EN18069
EN18071
EN18072
EN18073
EN18074
EN18075
EN18077
EN18078
EN18079
EN18081
EN18083
EN21202
EN21203
EN21204
EN21205
EN21206
EN21209
EN21211
EN21212
Enguehard, Léa
Heim, Birgit
Kruse, Stefan
Frandsen, Peter C
Jackisch, Robert
Herzschuh, Ulrike
Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
topic_facet AWI Arctic Land Expedition
boreal forest
Campaign
Central Yakutia
Chukotka 2018
Class
ELEVATION
EN18000
EN18001
EN18003
EN18004
EN18006
EN18007
EN18012
EN18014
EN18021
EN18024
EN18025
EN18026
EN18027
EN18028
EN18029
EN18030
EN18035
EN18061
EN18063
EN18064
EN18065
EN18066
EN18067
EN18068
EN18069
EN18071
EN18072
EN18073
EN18074
EN18075
EN18077
EN18078
EN18079
EN18081
EN18083
EN21202
EN21203
EN21204
EN21205
EN21206
EN21209
EN21211
EN21212
description This dataset represents 103 labelled approx. 60x60 meters shapefiles representing different forest types. Seventy-nine sites were visited forest plots during AWI field expeditions in summer 2018 in Chukotka and Western Yakutia, and in summer 2021 in Central Yakutia, Siberia, Russia. Twenty-four additional sites were identified using photo-interpretation of Google Earth Imagery© and Sentinel-2 imagery with regional expert knowledge. Each plot corresponds to a single shapefile, with a single label. The labels are the following: Larix woodland, class name 'Sparse Larch' (Class 0), open Larix forest, class name 'Medium Larch' (Class 1), closed Larix forest, class name 'Dense Larch' (Class 2), needle-leaf evergreen forest (Pinus, Picea), class name 'Evergreen' (Class 3), mixed broad-leaf and needle-leaf Summergreen forest, class name 'Mixed Summergreen' (Class 4), mixed needle-leaf and broadleaf Summergreen and Evergreen forest, class name 'Mixed Summergreen-Evergreen' (Class 5), and 'Burnt or Barre' (Class 6). We defined the labels based on the percentage of tree species present at the site from field visits (Kruse et al. 2019, Morgenstern et al. 2023), and the percentage of crown cover covering the plot following this protocol: • When the forest plot consisted of one tree species, the label consists of this species only. E.g. 60% Larix crown cover→ Label = Larch (sparse, medium, or dense: classes 0,1,2) • When the plot consisted of two tree species with one of less than 10%, the label was assigned to the dominating species. E.g. 60% Larix & 5% Pinus → Label = Larch Larch (sparse, medium, or dense: classes 0,1,2) • When the plot consisted of multiple tree species with comparable coverage (relative difference <20%), the label was assigned as mixed forest. There are 2 cases: 'Mixed Summergreen' label (e.g. Larix and Betula), class 4, and 'Mixed Summergreen-Evergreen' label (e.g. Larix and Picea), class 5. Due to the abundance of larches in this region and having access to crown cover data, we created more ...
format Dataset
author Enguehard, Léa
Heim, Birgit
Kruse, Stefan
Frandsen, Peter C
Jackisch, Robert
Herzschuh, Ulrike
author_facet Enguehard, Léa
Heim, Birgit
Kruse, Stefan
Frandsen, Peter C
Jackisch, Robert
Herzschuh, Ulrike
author_sort Enguehard, Léa
title Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
title_short Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
title_full Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
title_fullStr Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
title_full_unstemmed Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles
title_sort labelled siberian boreal forest types shapefiles based on field surveys: detailed information about the esri shapefiles
publisher PANGAEA
publishDate 2024
url https://doi.pangaea.de/10.1594/PANGAEA.964716
https://doi.org/10.1594/PANGAEA.964716
op_coverage MEDIAN LATITUDE: 62.944933 * MEDIAN LONGITUDE: 132.971449 * SOUTH-BOUND LATITUDE: 59.853385 * WEST-BOUND LONGITUDE: 112.914120 * NORTH-BOUND LATITUDE: 68.467810 * EAST-BOUND LONGITUDE: 168.426362 * DATE/TIME START: 2018-07-25T00:00:00 * DATE/TIME END: 2021-09-02T00:00:00 * MINIMUM ELEVATION: 85 m a.s.l. * MAXIMUM ELEVATION: 1315 m a.s.l.
long_lat ENVELOPE(112.914120,168.426362,68.467810,59.853385)
geographic Arctic
geographic_facet Arctic
genre Arctic
Berichte zur Polar- und Meeresforschung
Chukotka
Reports on Polar and Marine Research
Yakutia
Siberia
genre_facet Arctic
Berichte zur Polar- und Meeresforschung
Chukotka
Reports on Polar and Marine Research
Yakutia
Siberia
op_relation https://doi.org/10.1594/PANGAEA.964699
Brieger, Frederic; Herzschuh, Ulrike; Pestryakova, Luidmila A; Bookhagen, Bodo; Zakharov, Evgenii S; Kruse, Stefan (2019): Advances in the Derivation of Northeast Siberian Forest Metrics Using High-Resolution UAV-Based Photogrammetric Point Clouds. Remote Sensing, 11(12), 1447, https://doi.org/10.3390/rs11121447
Kruse, Stefan; Bolshiyanov, Dimitry Yu; Grigoriev, Mikhail N; Morgenstern, Anne; Pestryakova, Luidmila A; Tsibizov, Leonid; Udke, Annegret (2019): Russian-German Cooperation: Expeditions to Siberia in 2018. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 734, 257 pp, https://doi.org/10.2312/BzPM_0734_2019
Morgenstern, Anne; Heim, Birgit; Pestryakova, Luidmila A; Bolshiyanov, Dimitry Yu; Grigoriev, Mikhail N; Ayunov, Dmitry; Dill, Antonia; Jünger, Iuliia (2023): Russian-German Cooperation: Expeditions to Siberia in 2021. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 772, 120 pp, https://doi.org/10.57738/BzPM_0772_2023
https://doi.pangaea.de/10.1594/PANGAEA.964716
https://doi.org/10.1594/PANGAEA.964716
op_rights CC-BY-4.0: Creative Commons Attribution 4.0 International
Access constraints: unrestricted
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1594/PANGAEA.96471610.1594/PANGAEA.96469910.3390/rs1112144710.2312/BzPM_0734_201910.57738/BzPM_0772_2023
_version_ 1812811874401517568
spelling ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.964716 2024-10-13T14:05:50+00:00 Labelled Siberian boreal forest types shapefiles based on field surveys: detailed information about the ESRI shapefiles Enguehard, Léa Heim, Birgit Kruse, Stefan Frandsen, Peter C Jackisch, Robert Herzschuh, Ulrike MEDIAN LATITUDE: 62.944933 * MEDIAN LONGITUDE: 132.971449 * SOUTH-BOUND LATITUDE: 59.853385 * WEST-BOUND LONGITUDE: 112.914120 * NORTH-BOUND LATITUDE: 68.467810 * EAST-BOUND LONGITUDE: 168.426362 * DATE/TIME START: 2018-07-25T00:00:00 * DATE/TIME END: 2021-09-02T00:00:00 * MINIMUM ELEVATION: 85 m a.s.l. * MAXIMUM ELEVATION: 1315 m a.s.l. 2024 text/tab-separated-values, 412 data points https://doi.pangaea.de/10.1594/PANGAEA.964716 https://doi.org/10.1594/PANGAEA.964716 en eng PANGAEA https://doi.org/10.1594/PANGAEA.964699 Brieger, Frederic; Herzschuh, Ulrike; Pestryakova, Luidmila A; Bookhagen, Bodo; Zakharov, Evgenii S; Kruse, Stefan (2019): Advances in the Derivation of Northeast Siberian Forest Metrics Using High-Resolution UAV-Based Photogrammetric Point Clouds. Remote Sensing, 11(12), 1447, https://doi.org/10.3390/rs11121447 Kruse, Stefan; Bolshiyanov, Dimitry Yu; Grigoriev, Mikhail N; Morgenstern, Anne; Pestryakova, Luidmila A; Tsibizov, Leonid; Udke, Annegret (2019): Russian-German Cooperation: Expeditions to Siberia in 2018. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 734, 257 pp, https://doi.org/10.2312/BzPM_0734_2019 Morgenstern, Anne; Heim, Birgit; Pestryakova, Luidmila A; Bolshiyanov, Dimitry Yu; Grigoriev, Mikhail N; Ayunov, Dmitry; Dill, Antonia; Jünger, Iuliia (2023): Russian-German Cooperation: Expeditions to Siberia in 2021. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 772, 120 pp, https://doi.org/10.57738/BzPM_0772_2023 https://doi.pangaea.de/10.1594/PANGAEA.964716 https://doi.org/10.1594/PANGAEA.964716 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess AWI Arctic Land Expedition boreal forest Campaign Central Yakutia Chukotka 2018 Class ELEVATION EN18000 EN18001 EN18003 EN18004 EN18006 EN18007 EN18012 EN18014 EN18021 EN18024 EN18025 EN18026 EN18027 EN18028 EN18029 EN18030 EN18035 EN18061 EN18063 EN18064 EN18065 EN18066 EN18067 EN18068 EN18069 EN18071 EN18072 EN18073 EN18074 EN18075 EN18077 EN18078 EN18079 EN18081 EN18083 EN21202 EN21203 EN21204 EN21205 EN21206 EN21209 EN21211 EN21212 dataset 2024 ftpangaea https://doi.org/10.1594/PANGAEA.96471610.1594/PANGAEA.96469910.3390/rs1112144710.2312/BzPM_0734_201910.57738/BzPM_0772_2023 2024-09-25T00:03:38Z This dataset represents 103 labelled approx. 60x60 meters shapefiles representing different forest types. Seventy-nine sites were visited forest plots during AWI field expeditions in summer 2018 in Chukotka and Western Yakutia, and in summer 2021 in Central Yakutia, Siberia, Russia. Twenty-four additional sites were identified using photo-interpretation of Google Earth Imagery© and Sentinel-2 imagery with regional expert knowledge. Each plot corresponds to a single shapefile, with a single label. The labels are the following: Larix woodland, class name 'Sparse Larch' (Class 0), open Larix forest, class name 'Medium Larch' (Class 1), closed Larix forest, class name 'Dense Larch' (Class 2), needle-leaf evergreen forest (Pinus, Picea), class name 'Evergreen' (Class 3), mixed broad-leaf and needle-leaf Summergreen forest, class name 'Mixed Summergreen' (Class 4), mixed needle-leaf and broadleaf Summergreen and Evergreen forest, class name 'Mixed Summergreen-Evergreen' (Class 5), and 'Burnt or Barre' (Class 6). We defined the labels based on the percentage of tree species present at the site from field visits (Kruse et al. 2019, Morgenstern et al. 2023), and the percentage of crown cover covering the plot following this protocol: • When the forest plot consisted of one tree species, the label consists of this species only. E.g. 60% Larix crown cover→ Label = Larch (sparse, medium, or dense: classes 0,1,2) • When the plot consisted of two tree species with one of less than 10%, the label was assigned to the dominating species. E.g. 60% Larix & 5% Pinus → Label = Larch Larch (sparse, medium, or dense: classes 0,1,2) • When the plot consisted of multiple tree species with comparable coverage (relative difference <20%), the label was assigned as mixed forest. There are 2 cases: 'Mixed Summergreen' label (e.g. Larix and Betula), class 4, and 'Mixed Summergreen-Evergreen' label (e.g. Larix and Picea), class 5. Due to the abundance of larches in this region and having access to crown cover data, we created more ... Dataset Arctic Berichte zur Polar- und Meeresforschung Chukotka Reports on Polar and Marine Research Yakutia Siberia PANGAEA - Data Publisher for Earth & Environmental Science Arctic ENVELOPE(112.914120,168.426362,68.467810,59.853385)