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African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning.
Hengl T, Miller MAE, Križan J, Shepherd KD, Sila A, Kilibarda M, Antonijević O, Glušica L, Dobermann A, Haefele SM, McGrath SP, Acquah GE, Collinson J, Parente L, Sheykhmousa M, Saito K, Johnson JM, Chamberlin J, Silatsa FBT, Yemefack M, Wendt J, MacMillan RA, Wheeler I, Crouch J. Hengl T, et al. Sci Rep. 2021 Mar 17;11(1):6130. doi: 10.1038/s41598-021-85639-y. Sci Rep. 2021. PMID: 33731749 Free PMC article.
A spatiotemporal ensemble machine learning framework for generating land use/land cover time-series maps for Europe (2000-2019) based on LUCAS, CORINE and GLAD Landsat.
Witjes M, Parente L, van Diemen CJ, Hengl T, Landa M, Brodský L, Halounova L, Križan J, Antonić L, Ilie CM, Craciunescu V, Kilibarda M, Antonijević O, Glušica L. Witjes M, et al. Among authors: hengl t. PeerJ. 2022 Jul 21;10:e13573. doi: 10.7717/peerj.13573. eCollection 2022. PeerJ. 2022. PMID: 35891647 Free PMC article.
Annual 30-m maps of global grassland class and extent (2000-2022) based on spatiotemporal Machine Learning.
Parente L, Sloat L, Mesquita V, Consoli D, Stanimirova R, Hengl T, Bonannella C, Teles N, Wheeler I, Hunter M, Ehrmann S, Ferreira L, Mattos AP, Oliveira B, Meyer C, Şahin M, Witjes M, Fritz S, Malek Z, Stolle F. Parente L, et al. Among authors: hengl t. Sci Data. 2024 Dec 11;11(1):1303. doi: 10.1038/s41597-024-04139-6. Sci Data. 2024. PMID: 39663386 Free PMC article.
Global rainfall erosivity database (GloREDa) and monthly R-factor data at 1 km spatial resolution.
Panagos P, Hengl T, Wheeler I, Marcinkowski P, Rukeza MB, Yu B, Yang JE, Miao C, Chattopadhyay N, Sadeghi SH, Levi Y, Erpul G, Birkel C, Hoyos N, Oliveira PTS, Bonilla CA, Nel W, Al Dashti H, Bezak N, Van Oost K, Petan S, Fenta AA, Haregeweyn N, Pérez-Bidegain M, Liakos L, Ballabio C, Borrelli P. Panagos P, et al. Among authors: hengl t. Data Brief. 2023 Aug 9;50:109482. doi: 10.1016/j.dib.2023.109482. eCollection 2023 Oct. Data Brief. 2023. PMID: 37636128 Free PMC article.
34 results