Classification of Boulders in Coastal Environments Using Random Forest Machine Learning on Topo-Bathymetric LiDAR Data

Autor: Signe Schilling Hansen, Verner Brandbyge Ernstsen, Mikkel Skovgaard Andersen, Zyad Al-Hamdani, Ramona Baran, Manfred Niederwieser, Frank Steinbacher, Aart Kroon

Publikováno v: Remote Sensing, Vol 13, Iss 20, p 4101 (2021)

Boulders on the seabed in coastal marine environments provide key geo- and ecosystem functions and services. They serve as natural coastal protection by dissipating wave energy, and they form an important hard substrate for macroalgae, and hence for

Externí odkaz: https://doaj.org/article/51fe875bee2747eeb2681ff1aaa83057

Classification of Boulders in Coastal Environments Using Random Forest Machine Learning on Topo-Bathymetric LiDAR Data

Autor: Verner Brandbyge Ernstsen, Manfred Niederwieser, Zyad Al-Hamdani, Signe Schilling Hansen, Mikkel Skovgaard Andersen, Ramona Baran, Aart Kroon, Frank Steinbacher

Publikováno v: Remote Sensing; Volume 13; Issue 20; Pages: 4101
Remote Sensing, Vol 13, Iss 4101, p 4101 (2021)
Hansen, S I K S, Ernstsen, V B, Andersen, M S, Al-Hamdani, Z, Baran, R, Niederwieser, M, Steinbacher, F & Kroon, A 2021, ' Classification of Boulders in Coastal Environments Using Random Forest Machine Learning on Topo-Bathymetric LiDAR Data ', Remote Sensing, vol. 13, no. 20, 4101 . https://doi.org/10.3390/rs13204101

Boulders on the seabed in coastal marine environments provide key geo- and ecosystem functions and services. They serve as natural coastal protection by dissipating wave energy, and they form an important hard substrate for macroalgae, and hence for

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de2c31528e2cae5856b486b6bca29968

Classification of stones in coastal marine environments using random forest machine learning on topo-bathymetric LiDAR data

Autor: Manfred Niederwieser, Frank Steinbacher, Zyad Al-Hamdani, Ramona Baran, Aart Kroon, Mikkel Skovgaard Andersen, Verner Brandbyge Ernstsen, Signe Schilling Hansen

Stones on the seabed in coastal marine environments form an important hard substrate for macroalgae, and hence for coastal marine reefs. Such reef areas constitute important ecosystem services, e.g. storage of organic carbon in macroalgae or “blue

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d68b39c31d810de2f66e602b25ac1f93
https://doi.org/10.5194/egusphere-egu21-8254

Processing and performance of topobathymetric lidar data for geomorphometric and morphological classification in a high-energy tidal environment

Autor: Frank Steinbacher, Aron Gergely, Zyad Al-Hamdani, Laurids Rolighed Larsen, Verner Brandbyge Ernstsen, Mikkel Skovgaard Andersen

Publikováno v: Hydrology and Earth System Sciences, Vol 21, Iss 1, Pp 43-63 (2017)
Andersen, M S, Gergely, Á, Al-Hamdani, Z K, Steinbacher, F, Larsen, L R & Ernstsen, V B 2017, ' Processing and performance of topobathymetric lidar data for geomorphometric and morphological classification in a high-energy tidal environment ', Hydrology and Earth System Sciences, vol. 21, no. 1, pp. 43-63 . https://doi.org/10.5194/hess-21-43-2017

The transition zone between land and water is difficult to map with conventional geophysical systems due to shallow water depth and often challenging environmental conditions. The emerging technology of airborne topobathymetric light detection and ra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85c6cf32b9ca0941c151fff927a66d3a
https://www.hydrol-earth-syst-sci.net/21/43/2017/

EUSeaMap verifikation og opgradering. Fase 3: Opgradering af sedimentkort i Natura 2000 omr��der i Kattegat og den vestlige ��sters��. Udf��rt for Naturstyrelsen

Autor: Zyad K. Al-Hamdani, Laura Grete Addington, J��rn Bo Jensen, J��rgen Overgaard Leth, Mikkel Skovgaard Andersen, Niels N��rgaard-Pedersen, Kaarina Weckstr��m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::25b3a22bb4c857fff6a92b22387c462c