Zobrazeno 1 - 10
of 160
pro vyhledávání: '"Alexander Brenning"'
Publikováno v:
Geoderma, Vol 448, Iss , Pp 116953- (2024)
Soil organic carbon (SOC) plays a crucial role in the global carbon cycle and in maintaining soil functions in the context of land use and climate change. Understanding the spatial distribution of SOC is essential for the management of agricultural l
Externí odkaz:
https://doaj.org/article/c99d890cb0bd4d99a9fa2a6de32e6703
Autor:
Shijie Jiang, Lily‐belle Sweet, Georgios Blougouras, Alexander Brenning, Wantong Li, Markus Reichstein, Joachim Denzler, Wei Shangguan, Guo Yu, Feini Huang, Jakob Zscheischler
Publikováno v:
Earth's Future, Vol 12, Iss 7, Pp n/a-n/a (2024)
Abstract Interpretable Machine Learning (IML) has rapidly advanced in recent years, offering new opportunities to improve our understanding of the complex Earth system. IML goes beyond conventional machine learning by not only making predictions but
Externí odkaz:
https://doaj.org/article/eb521b00c73e49509e141f1f17007bc6
Autor:
Douglas Maraun, Raphael Knevels, Aditya N. Mishra, Heimo Truhetz, Emanuele Bevacqua, Herwig Proske, Giuseppe Zappa, Alexander Brenning, Helene Petschko, Armin Schaffer, Philip Leopold, Bryony L. Puxley
Publikováno v:
Communications Earth & Environment, Vol 3, Iss 1, Pp 1-11 (2022)
The area affected by a landslide analogous to an Alpine foreland event in 2009 could be up to 45% larger under 4 K of global warming, or 10% if warming is limited in line with the Paris Agreement, according to simulations of event storylines with var
Externí odkaz:
https://doaj.org/article/b1aeae35c4e448d685358cab3457ee49
Autor:
Julian Struck, Marcel Bliedtner, Paul Strobel, William Taylor, Sophie Biskop, Birgit Plessen, Björn Klaes, Lucas Bittner, Bayarsaikhan Jamsranjav, Gary Salazar, Sönke Szidat, Alexander Brenning, Enkhtuya Bazarradnaa, Bruno Glaser, Michael Zech, Roland Zech
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-13 (2022)
Abstract The repeated expansion of East Asian steppe cultures was a key driver of Eurasian history, forging new social, economic, and biological links across the continent. Climate has been suggested as important driver of these poorly understood cul
Externí odkaz:
https://doaj.org/article/224a00cc860942beb375b8c02b81e7ea
Publikováno v:
Land, Vol 12, Iss 2, p 494 (2023)
Sustainable agricultural landscape management needs reliable and accurate soil maps and updated geospatial soil information. Recently, machine learning (ML) models have commonly been used in digital soil mapping, together with limited data, for vario
Externí odkaz:
https://doaj.org/article/7367aa79d69b47d48734d28a9e769247
Autor:
Jonas Brock, Patrick Schratz, Helene Petschko, Jannes Muenchow, Mihai Micu, Alexander Brenning
Publikováno v:
Geomatics, Natural Hazards & Risk, Vol 11, Iss 1, Pp 1075-1092 (2020)
Considering the critical importance of the quality of input data for landslide susceptibility, we investigate the performance improvements that can be achieved by different globally available digital elevation models (DEMs) using different state-of-t
Externí odkaz:
https://doaj.org/article/2e76cea3ec6248ee8f7310d920a61d21
Publikováno v:
International Journal of Technology, Vol 10, Iss 5, Pp 866-875 (2019)
In 2010, a spatial plan for West Java Province up to 2029 was published (Perda 22/2010). The purpose of the plan is to guide settlement area development. This study aims to assess the hydrological implications of the Spatial Plan 2029 within the U
Externí odkaz:
https://doaj.org/article/860bb01b236f4f6889c8bb6539400acb
Autor:
Lina M. Estupinan-Suarez, Fabian Gans, Alexander Brenning, Victor H. Gutierrez-Velez, Maria C. Londono, Daniel E. Pabon-Moreno, Germán Poveda, Markus Reichstein, Björn Reu, Carlos A. Sierra, Ulrich Weber, Miguel D. Mahecha
Publikováno v:
Frontiers in Earth Science, Vol 9 (2021)
Tropical ecosystems experience particularly fast transformations largely as a consequence of land use and climate change. Consequences for ecosystem functioning and services are hard to predict and require analyzing multiple data sets simultaneously.
Externí odkaz:
https://doaj.org/article/283821455651414583131ad8c2480ca3
Autor:
Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, José Cortés, Bernd Bischl, Alexander Brenning
Publikováno v:
Remote Sensing, Vol 13, Iss 23, p 4832 (2021)
This study analyzed highly correlated, feature-rich datasets from hyperspectral remote sensing data using multiple statistical and machine-learning methods. The effect of filter-based feature selection methods on predictive performance was compared.
Externí odkaz:
https://doaj.org/article/50d9c3d870724ecab7501cd9a214b24b
Autor:
Raphael Knevels, Alexander Brenning, Simone Gingrich, Gerhard Heiss, Theresia Lechner, Philip Leopold, Christoph Plutzar, Herwig Proske, Helene Petschko
Publikováno v:
Land, Vol 10, Iss 9, p 954 (2021)
Land use/land cover (LULC) changes may alter the risk of landslide occurrence. While LULC has often been considered as a static factor representing present-day LULC, historical LULC dynamics have recently begun to attract more attention. The study ob
Externí odkaz:
https://doaj.org/article/baf42e68a4404435b008b594781c05e8