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SoilGrids1km--global soil information based on automated mapping.
Hengl T, de Jesus JM, MacMillan RA, Batjes NH, Heuvelink GB, Ribeiro E, Samuel-Rosa A, Kempen B, Leenaars JG, Walsh MG, Gonzalez MR. Hengl T, et al. PLoS One. 2014 Aug 29;9(8):e105992. doi: 10.1371/journal.pone.0105992. eCollection 2014. PLoS One. 2014. PMID: 25171179 Free PMC article.
SoilGrids250m: Global gridded soil information based on machine learning.
Hengl T, Mendes de Jesus J, Heuvelink GB, Ruiperez Gonzalez M, Kilibarda M, Blagotić A, Shangguan W, Wright MN, Geng X, Bauer-Marschallinger B, Guevara MA, Vargas R, MacMillan RA, Batjes NH, Leenaars JG, Ribeiro E, Wheeler I, Mantel S, Kempen B. Hengl T, et al. PLoS One. 2017 Feb 16;12(2):e0169748. doi: 10.1371/journal.pone.0169748. eCollection 2017. PLoS One. 2017. PMID: 28207752 Free PMC article.
Soil legacy data rescue via GlobalSoilMap and other international and national initiatives.
Arrouays D, Leenaars JGB, Richer-de-Forges AC, Adhikari K, Ballabio C, Greve M, Grundy M, Guerrero E, Hempel J, Hengl T, Heuvelink G, Batjes N, Carvalho E, Hartemink A, Hewitt A, Hong SY, Krasilnikov P, Lagacherie P, Lelyk G, Libohova Z, Lilly A, McBratney A, McKenzie N, Vasquez GM, Leatitia Mulder V, Minasny B, Luca M, Odeh I, Padarian J, Poggio L, Roudier P, Saby N, Savin I, Searle R, Solbovoy V, Thompson J, Smith S, Sulaeman Y, Vintila R, Rossel RV, Wilson P, Zhang GL, Swerts M, Oorts K, Karklins A, Feng L, Ibelles Navarro AR, Levin A, Laktionova T, Dell'Acqua M, Suvannang N, Ruam W, Prasad J, Patil N, Husnjak S, Pasztor L, Okx J, Hallet S, Keay C, Farewell T, Lilja H, Juilleret J, Marx S, Takata Y, Kazuyuki Y, Mansuy N, Panagos P, Van Liedekerke M, Skalsky R, Sobocka J, Kobza J, Eftekhari K, Kacem Alavipanah S, Moussadek R, Badraoui M, Da Silva M, Paterson G, da Conceicao Gonsalves M, Theocharopoulos S, Yemefack M, Tedou S, Vrscaj B, Grob U, Kozak J, Boruvka L, Dobos E, Taboada M, Moretti L, Rodriguez D. Arrouays D, et al. Among authors: hengl t. GeoResJ. 2017 Dec;14(9):1-19. doi: 10.1016/j.grj.2017.06.001. GeoResJ. 2017. PMID: 32864337 Free PMC article.
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.
31 results