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
Always quote citation above when using data! You can download the citation in several formats below.
Abstract:
This data set contains the UAV-based multispectral dense point clouds of a forest succession dataset in the context of boreal ecosystems survey. The data provides structural and biophysical information on forest state, structure, disturbance (wildfire, thaw slumps, windfall), thermokarst lake-shore interfaces, among others. The photogrammetric survey was conducted over 21 selected vegetation transects using the Micansense Altum multispectral camera. Each transect (500m by 200m) contains at least one ground vegetation reference plot (https://doi.pangaea.de/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 multispectral imaging at flight heights between 70-100 m above ground level, at 80-85 % forward/sideward overlap for SfM.
Keyword(s):
boreal forest; canopy cover; Central Yakutia; CHM; Drone; elevation model; Field measurements; GNSS; Individual Trees; Larch; Laser scanning; Lidar; Permafrost; Photogrammetry; point clouds; Russia; Sakha Republic; Siberia; Surface Elevation; thaw slump; thermokarst; topography; UAS; UAV; UAV data; Vegetation; wildfire
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:
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. PANGAEA, https://doi.org/10.1594/PANGAEA.958188
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. 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. PANGAEA, https://doi.org/10.1594/PANGAEA.957253
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. PANGAEA, https://doi.org/10.1594/PANGAEA.943547
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
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: 62.564223 * Median Longitude: 135.488617 * South-bound Latitude: 61.760440 * West-bound Longitude: 130.385320 * North-bound Latitude: 63.445140 * East-bound Longitude: 142.967050
Date/Time Start: 2021-08-07T08:04:18 * Date/Time End: 2021-09-02T00:00:00
Minimum Elevation: 70.0 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_MSI * Latitude Start: 63.330190 * Longitude Start: 141.070090 * Latitude End: 63.321820 * Longitude End: 141.079150 * Date/Time Start: 2021-08-07T08:04:18 * Date/Time End: 2021-08-30T05:15:00 * Elevation: 95.0 m * Sensor URI: sensor.awi.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 Multispectral camera, MicaSense - AgEagle Sensor Systems Inc, Altum-PT
EN21203_MSI * Latitude Start: 63.433260 * Longitude Start: 140.406110 * Latitude End: 63.427080 * Longitude End: 140.413520 * Date/Time Start: 2021-08-08T04:57:00 * Date/Time End: 2021-08-30T04:05:00 * Elevation: 90.0 m * Sensor URI: sensor.awi.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 Multispectral camera, MicaSense - AgEagle Sensor Systems Inc, Altum-PT
Comment:
All data products are provided in .LAZ format and stored with RGB colour levels. CloudCompare is recommended for colour level adaption.
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 | |||
| 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:
45 data points
Data
All files referred to in data matrix can be downloaded in one go as ZIP or TAR. Be careful: This download can be very large! To protect our systems from misuse, we require to sign up for an user account before downloading.
| 1 Event | 2 Other event | 3 Content | 4 Binary (Size) [Bytes] | 5 Binary |
|---|---|---|---|---|
| EN21202_MSI | EN21202 | Structure-from-motion (SfM) photogrammetry-based point clouds | 1 GBytes | EN21-202_SfM_RGB-densecloud.laz |
| EN21203_MSI | EN21203 | Structure-from-motion (SfM) photogrammetry-based point clouds | 133.4 MBytes | EN21-203_SfM_RGB-densecloud.laz |
| EN21204-205_MSI | EN21204 | Structure-from-motion (SfM) photogrammetry-based point clouds | 2 GBytes | EN21-204-205_SfM-RGB-densecloud.laz |
| EN21212-214_MSI | EN21212 | Structure-from-motion (SfM) photogrammetry-based point clouds | 538.8 MBytes | EN21-212-214_SfM_RGB-densecloud.laz |
| EN21213_MSI | EN21213 | Structure-from-motion (SfM) photogrammetry-based point clouds | 223.7 MBytes | EN21-213_SfM_RGB-densecloud.laz |
| EN21217_MSI | EN21217 | Structure-from-motion (SfM) photogrammetry-based point clouds | 1.5 GBytes | EN21-217_SfM_RGB-densecloud.laz |
| EN21221-222_MSI | EN21221 | Structure-from-motion (SfM) photogrammetry-based point clouds | 526.5 MBytes | EN21-221-222_SfM-RGB-densecloud.laz |
| EN21228-229_MSI | EN21228 | Structure-from-motion (SfM) photogrammetry-based point clouds | 676.9 MBytes | EN21-228-229_SfM_RGB-densecloud.laz |
| EN21230-231_MSI | EN21230 | Structure-from-motion (SfM) photogrammetry-based point clouds | 391.8 MBytes | EN21-230-231_SfM_RGB-densecloud.laz |
| EN21232_MSI | EN21232 | Structure-from-motion (SfM) photogrammetry-based point clouds | 314.4 MBytes | EN21-232_SfM_RGB-densecloud.laz |
| EN21233_MSI | EN21233 | Structure-from-motion (SfM) photogrammetry-based point clouds | 180.7 MBytes | EN21-233_SfM_RGB-densecloud.laz |
| EN21252-253_MSI | EN21252 | Structure-from-motion (SfM) photogrammetry-based point clouds | 899.3 MBytes | EN21-252-253_SfM_RGB-densecloud.laz |
| EN21255_MSI | EN21255 | Structure-from-motion (SfM) photogrammetry-based point clouds | 358 MBytes | EN21-255_SfM_RGB-densecloud.laz |
| EN21260_MSI | EN21260 | Structure-from-motion (SfM) photogrammetry-based point clouds | 517.2 MBytes | EN21-260_SfM_RGB-densecloud.laz |
| EN21418_MSI | EN21418 | Structure-from-motion (SfM) photogrammetry-based point clouds | 372 MBytes | EN21-418_SfM_RGB-densecloud.laz |