Labelled Siberian boreal forest types shapefiles based on field surveys: 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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Format: | Dataset |
Language: | English |
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PANGAEA
2024
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Online Access: | https://doi.pangaea.de/10.1594/PANGAEA.964718 https://doi.org/10.1594/PANGAEA.964718 |
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.964718 |
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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 Central Yakutia Chukotka 2018 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 EN21213 EN21217 EN21219 |
spellingShingle |
AWI Arctic Land Expedition boreal forest Central Yakutia Chukotka 2018 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 EN21213 EN21217 EN21219 Enguehard, Léa Heim, Birgit Kruse, Stefan Frandsen, Peter C Jackisch, Robert Herzschuh, Ulrike Labelled Siberian boreal forest types shapefiles based on field surveys: ESRI shapefiles |
topic_facet |
AWI Arctic Land Expedition boreal forest Central Yakutia Chukotka 2018 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 EN21213 EN21217 EN21219 |
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: ESRI shapefiles |
title_short |
Labelled Siberian boreal forest types shapefiles based on field surveys: ESRI shapefiles |
title_full |
Labelled Siberian boreal forest types shapefiles based on field surveys: ESRI shapefiles |
title_fullStr |
Labelled Siberian boreal forest types shapefiles based on field surveys: ESRI shapefiles |
title_full_unstemmed |
Labelled Siberian boreal forest types shapefiles based on field surveys: ESRI shapefiles |
title_sort |
labelled siberian boreal forest types shapefiles based on field surveys: esri shapefiles |
publisher |
PANGAEA |
publishDate |
2024 |
url |
https://doi.pangaea.de/10.1594/PANGAEA.964718 https://doi.org/10.1594/PANGAEA.964718 |
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: 85.0 m * MAXIMUM ELEVATION: 1315.0 m |
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.964718 https://doi.org/10.1594/PANGAEA.964718 |
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.96471810.1594/PANGAEA.96469910.3390/rs1112144710.2312/BzPM_0734_201910.57738/BzPM_0772_2023 |
_version_ |
1812811873825849344 |
spelling |
ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.964718 2024-10-13T14:05:50+00:00 Labelled Siberian boreal forest types shapefiles based on field surveys: 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: 85.0 m * MAXIMUM ELEVATION: 1315.0 m 2024 text/tab-separated-values, 2 data points https://doi.pangaea.de/10.1594/PANGAEA.964718 https://doi.org/10.1594/PANGAEA.964718 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.964718 https://doi.org/10.1594/PANGAEA.964718 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess AWI Arctic Land Expedition boreal forest Central Yakutia Chukotka 2018 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 EN21213 EN21217 EN21219 dataset 2024 ftpangaea https://doi.org/10.1594/PANGAEA.96471810.1594/PANGAEA.96469910.3390/rs1112144710.2312/BzPM_0734_201910.57738/BzPM_0772_2023 2024-10-02T00:42:45Z 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) |