Kruse, Stefan; Jackisch, Robert; Heim, Birgit; Gloy, Josias; Herzschuh, Ulrike; Kolmogorov, Alexei; Zakharov, Evgenii S; Pestryakova, Luidmila A; Förster, Michael; Kleinschmit, Birgit (2023): Lidar and multispectral footprint data of 21 forest successional plots from UAV-based survey in Central and Eastern Yakutia, Siberia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.958188
Always quote citation above when using data! You can download the citation in several formats below.
Abstract:
This data set contains the 2D footprint information of a forest succession dataset in the context of boreal ecosystems survey. The data provides structural and biophysical information on forest state, structure, topography, morphology, disturbance (wildfire, thaw slumps, windfall), thermokarst lake-shore interfaces, among others. The Lidar and multispectral surveys were conducted over 21 selected vegetation transects. Each transect (500m by 200m) contains at least one ground vegetation reference plot (doi:10.1594/PANGAEA.943547). The data was acquired in August and September 2021 (07.08.2021 - 01.09.2021) along a 670 km line segment in Central and Eastern Yakutia (Republic of Sakha), Siberia, Russia. The principal study areas are the intramontane Oymyakon region in the Verkhoyansk mountain range near Lake "Ulu", and the central-eastern Yakutian lowlands with a slightly different ecological setting. A transect was covered by UAV-based Lidar at flight heights between 60-100 m above ground level. Subsequent analysis and segmentation algorithms allow single-tree crown and canopy analysis.
Keyword(s):
Supplement to:
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
Related to:
Baisheva, Izabella; Pestryakova, Luidmila A; Ushnitskaya, Lena A; Davydova, Paraskovya V; Levina, Sardana N; Egorov, Aital; Syrovatsky, Igor; Zakharov, Evgenii S; Gorodnichev, Ruslan; Glückler, Ramesh; Stieg, Amelie; Eder, Iris; Kahl, Jan; Meister, Philip; Wieczorek, Mareike; Eulenburg, Antje; Stoof-Leichsenring, Kathleen Rosmarie; Biskaborn, Boris K; Heim, Birgit; Herzschuh, Ulrike (2022): Summer hydrophysical properties of thermokarst lakes in the Central Yakutian Lowland and mountain lakes in the Verkhoyansk Mountain Range in Eastern Yakutia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.952355
Kruse, Stefan; Farkas, Luca; Brieger, Frederic; Geng, Rongwei; Heim, Birgit; Pestryakova, Luidmila A; Zakharov, Evgenii S; Herzschuh, Ulrike; van Geffen, Femke (2021): SiDroForest: Orthomosaics, SfM point clouds and products from aerial image data of expedition vegetation plots in 2018 in Central Yakutia and Chukotka, Siberia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.933263
Kruse, Stefan; Jackisch, Robert; Heim, Birgit; Gloy, Josias; Herzschuh, Ulrike; Kolmogorov, Alexei; Zakharov, Evgenii S; Pestryakova, Luidmila A; Förster, Michael; Kleinschmit, Birgit (2023): Multispectral and thermal orthomosaics, and four vegetation indices of 21 Forest successional plots from UAV-based high-resolution photogrammetric survey in Central and Eastern Yakutia, Siberia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.957255
Kruse, Stefan; Jackisch, Robert; Heim, Birgit; Gloy, Josias; Herzschuh, Ulrike; Kolmogorov, Alexei; Zakharov, Evgenii S; Pestryakova, Luidmila A; Förster, Michael; Kleinschmit, Birgit (2023): Point clouds and high-level data products of 21 Forest successional plots from UAV-based Lidar survey in Central and Eastern Yakutia, Siberia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.957253
Kruse, Stefan; Jackisch, Robert; Heim, Birgit; Gloy, Josias; Herzschuh, Ulrike; Kolmogorov, Alexei; Zakharov, Evgenii S; Pestryakova, Luidmila A; Förster, Michael; Kleinschmit, Birgit (2023): Structure-from-motion (SfM) based point clouds of 21 Forest successional plots from UAV-based high-resolution photogrammetric survey in Central and Eastern Yakutia, Siberia [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.958184
Miesner, Timon; Herzschuh, Ulrike; Pestryakova, Luidmila A; Wieczorek, Mareike; Kolmogorov, Alexei; Heim, Birgit; Zakharov, Evgenii S; Shevtsova, Iuliia; Epp, Laura Saskia; Niemeyer, Bastian; Jacobsen, Inga; Schröder, Julius; Trense, Darjona; Schnabel, Ellen; Schreiber, Xenia; Bernhardt, Nadine; Stuenzi, Simone Maria; Brieger, Frederic; Schulte, Luise; Smirnikov, Viktor; Gloy, Josias; von Hippel, Barbara; Jackisch, Robert; Kruse, Stefan (2022): Tree data set from forest inventories in north-eastern Siberia [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.943547
Stieg, Amelie; Baisheva, Izabella; Schild, Laura; Miesner, Timon; Troeva, Elena I; Töpfer, Nils; Zakharov, Evgenii S; Glückler, Ramesh; Kruse, Stefan; Heim, Birgit; Wieczorek, Mareike; Herzschuh, Ulrike (2022): Ground vegetation cover at 47 lake sites in Central and Eastern Yakutia, Siberia, in summer 2021 (RU-Land_2021_Yakutia) [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.951242
References:
Miesner, Timon; Herzschuh, Ulrike; Pestryakova, Luidmila A; Wieczorek, Mareike; Zakharov, Evgenii S; Kolmogorov, Alexei; Davydova, Paraskovya V; Kruse, Stefan (2022): Forest structure and individual tree inventories of northeastern Siberia along climatic gradients. Earth System Science Data, 14(12), 5695-5716, https://doi.org/10.5194/essd-14-5695-2022
Documentation:
README: UAV-based data products of 21 forest succession plots. readme_UAV-based_data_products_of_21_forest_succession_plots.pdf
Project(s):
InnoLab für Arktisforschung (InnoLab)
Funding:
Technische Universität Berlin (TUB), grant/award no. BIOS: Bios – Monitoring and modeling of the critical balance of biomass and biodiversity in Siberia using remote sensing methods.
Coverage:
Median Latitude: 62.538511 * Median Longitude: 135.296266 * South-bound Latitude: 61.760600 * West-bound Longitude: 130.385490 * North-bound Latitude: 63.446100 * East-bound Longitude: 142.967340
Date/Time Start: 2021-08-07T06:58:00 * Date/Time End: 2021-09-02T00:00:00
Minimum Elevation: 55.0 m * Maximum Elevation: 1219.0 m
Event(s):
EN21202 * Latitude: 63.325160 * Longitude: 141.074550 * Date/Time: 2021-08-08T00:00:00 * Elevation: 993.0 m * Campaign: RU-Land_2021_Yakutia * Basis: AWI Arctic Land Expedition * Method/Device: Vegetation survey (VEGSUR)
EN21202_Lidar * Latitude Start: 63.329950 * Longitude Start: 141.070550 * Latitude End: 63.321360 * Longitude End: 141.079100 * Date/Time Start: 2021-08-07T06:58:00 * Date/Time End: 2021-08-07T07:08:00 * Elevation: 80.0 m * O2A Registry URI: registry.o2a-data.de * Campaign: RU-Land_2021_Yakutia * Basis: AWI Arctic Land Expedition * Method/Device: Unmanned Aerial Vehicle (UAV), DJI Technology Co, Matrice 300 RTK; coupled with Light detection and ranging scanner (LiDAR), YellowScan, Mapper
EN21203_Lidar * Latitude Start: 63.435760 * Longitude Start: 140.404730 * Latitude End: 63.425750 * Longitude End: 140.415840 * Date/Time Start: 2021-08-08T03:39:29 * Date/Time End: 2021-08-08T05:29:00 * Elevation: 80.0 m * O2A Registry URI: registry.o2a-data.de * Campaign: RU-Land_2021_Yakutia * Basis: AWI Arctic Land Expedition * Method/Device: Unmanned Aerial Vehicle (UAV), DJI Technology Co, Matrice 300 RTK; coupled with Light detection and ranging scanner (LiDAR), YellowScan, Mapper
Comment:
First-order data and further are found in each sub-submission to this data set. Lidar point clouds in .LAS file format, SfM-true-colour point clouds in .LAZ format and multispectral orthoimages in .TIFF format. Second-order data products (e.g. canopy height model, vertical complexity index, elevation quantiles, digital terrain models, spectral vegetation indices) are provided in .TIFF format. Additional derivatives and statistical information covering data and forest-specific aspects are stored in .CSV format. Individual tree crown segments populated with second-order information in .SHP format and transect coverage footprint are provided and .KML format. Additional information is provided in the detailed ReadMe file.
Each .zip file contains the following files:
- sampling locations as shapefiles
- extracted crowns as polygon shapefiles
- UAV flightlines as point shapefiles
- UAV flight footprints as polygons
- Agisoft Metashape 1.7 photogrammetric report
- POSPac UAV software diagnostic QC report
- YellowScan Cloudstation strip adjusment report
- basic Lidar stats, the gap fraction and leaf area density fraction per Lidar flight, extracted with the lidR R package
- crown statistics, extracted with the lidR R package
- crown master tables containing the attributes Plot-ID; Succession-state; LAT; LON; treeID; Z; Area; NDVI; GNDVI; NDRE; TCARI; PCA1; CHM; CHM_standarddeviation; CHM_density; CHM_entropy; VerticalComplexityIndex; Qz05; Qz10; Qz25; Qz50; Qz75; Qz95; gDSM; gDSM_slope; gDSM_TopographicPositionIndex; INT_min; INT_max; INT_mean; INT_std; TIR (Occasional data gaps may be present)
Funding: This data was collected during the international joint Russian-German expedition 'RU-Land_2021_Yakutia' in collaboration between the Alfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research in Potsdam, and the North-Eastern Federal University of Yakutsk, with UAV flight support by the Technische Universität Berlin. Additional funding for equipment was provided by the "Potsdamer InnoLab für Arktisforschung" grant no. F221-08-AWI/001/002, namely the Brandenburg Ministry for Science, Research and Culture and the Strategischer Call 2020 "Pro Nachhaltigkeit" by the Technische Universität Berlin.
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | Jackisch, Robert | |||
| 2 | Other event | Other event | Jackisch, Robert | |||
| 3 | File content | Content | Jackisch, Robert | Unmanned Aerial Vehicle (UAV), DJI Technology Co, Matrice 300 RTK; coupled with Multispectral camera, MicaSense - AgEagle Sensor Systems Inc, Altum-PT | ||
| 4 | Binary Object (File Size) | Binary (Size) | Bytes | Jackisch, Robert | Unmanned Aerial Vehicle (UAV), DJI Technology Co, Matrice 300 RTK; coupled with Multispectral camera, MicaSense - AgEagle Sensor Systems Inc, Altum-PT | |
| 5 | Binary Object | Binary | Jackisch, Robert | Unmanned Aerial Vehicle (UAV), DJI Technology Co, Matrice 300 RTK; coupled with Multispectral camera, MicaSense - AgEagle Sensor Systems Inc, Altum-PT |
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
48 data points