Search Results - "Random Forests"

Mapping wetland areas on forested landsacpes using Radarasat-2 and Landsat-5 TM data by Martin, Jennifer

Subjects: “…Random Forests…”

Classification of ground lichen using Sentinel-2 and airborne laser data by Larsson, Helene

Subjects: “…random forest…”

Modeling of Effective Leaf Area Index by Selin, Lina

Subjects: “…random forest…”

Tree species classification using multi-temporal Sentinel-2 data by Persson, Magnus

Subjects: “…random forest…”

Benchmarking a random forest for predicting preferential flow in soils by Jordà Guerra, Helena

Subjects: “…random forest…”

Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality by Kheir, Ahmed M.S., Govind, Ajit, Nangia, Vinay, El-Maghraby, Maher A., Elnashar, Abdelrazek, Ahmed, Mukhtar, Aboelsoud, Hesham, Mostafa, Rania, Feike, Til

Subjects: “…random forest regressor…”
Get full text

Assessing the accuracy for area-based tree species classification using Sentinel-1 C-band SAR data by Udali, Alberto

Subjects: “…random forest…”

Predicting Wheat Yield Gap and its Determinants in Rainfed Mediterranean Climate of Morocco: Using Ground Information, Satellite Images and Machine Learning by Devkota, Krishna, Devkota Wasti, Mina Kumari, Bouasria, Abdelkrim

Subjects: “…random forest…”
Get full text

Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning by Hengl, T., Leenaars, Johan G.B., Shepherd, Keith D., Walsh, Markus G., Heuvelink, Gerard B.M., Mamo, T., Tilahun, H., Berkhout, Ezra D., Cooper, M., Fegraus, E., Wheeler, I., Kwabena, N. A.

Subjects: “…random forest…”
Get full text

Exploring the potential of mapped soil properties, rhizobium inoculation, and phosphorus supplementation for predicting soybean yield in the savanna areas of Nigeria by Jemo, Martin, Devkota, Krishna, Epule Epule, Terence, Chfadi, Tarik, Moutiq, Rkia, Hafidi, Mohamed, Silatsa, Francis B T, Jibrin, Jibrin Mohamed

Subjects: “…random forest model…”
Get full text

Genotype and agronomic management interaction to enhance wheat yield and water use efficiency in the Mediterranean rainfed environment of Morocco: I. Field data analysis by Devkota Wasti, Mina Kumari, Devkota, Krishna, Karrou, Mohammed, Nangia, Vinay

Subjects: “…random forest…”
Get full text

NextGen agroadvisory expanding in scope and extent: The effort to cover more crops and bundle with lime advisory by Tilaye, Asmalu, Abera, Wuletawu, Liben, Feyera, Ali, Ashenafi, Assefa, Feben, Tibebe, Degefie, Ebrahim, Mohammed, Mesfin, Tewodros, Erkossa, Teklu, Chernet, Meklit, Tamene, Lulseged D.

Subjects: “…random forest, agroadvisory, nextgen, site-specific…”
Get full text

Coupling Process-Based Models and Machine Learning Algorithms for Predicting Yield and Evapotranspiration of Maize in Arid Environments by Attia, Ahmed, Govind, Ajit, Qureshi, Asad Sarwar, Feike, Til, Rizk, Mosa Sayed, Shabana, Mahmoud Mohamed Abd ElHay, Kheir, Ahmed M.S.

Subjects: “…random forest…”
Get full text

Opportunities to close wheat yield gaps in Nepal’s Terai: Insights from field surveys, on-farm experiments, and simulation modeling by Devkota Wasti, Mina Kumari, Devkota, Krishna, Paudel, Gokul Prasad, Krupnik, Timothy, James McDonald, Andrew

Subjects: “…random forest…”
Get full text

Marriage between variable selection and prediction methods to model plant disease risk by Suarez, Franco, Bruno, Cecilia, Kurina Giannini, Franca, Gimenez, Maria, Rodriguez Pardina, Patricia, Balzarini, Mónica Graciela

Subjects: “…Random Forest…”
Get full text
Get full text
Get full text

Effects of spatial resolution,land-cover heterogeneity and different classification methods on accuracy of land-cover mapping by Awuah, Tweneboa Kwame

Subjects: “…random forest (RF)…”

Análisis de la deforestación de los años 2016 y 2022 en el distrito Castillo Grande, Huánuco, Perú by Fajardo Gamarra, Rai

Subjects: “…Random Forest…”
Get full text

Cover and land use changes in the dry forest of Tumbes (Peru) using sentinel-2 and google earth engine data by Barboza Castillo, Elgar, Salazar Coronel, Wilian, Gálvez Paucar, David, Valqui Valqui, Lamberto, Saravia Navarro, David, Gonzales, Jhony, Aldana, Wiliam, Vásquez Pérez, Héctor Vladimir, Arbizu Berrocal, Carlos Irvin

Subjects: “…Random Forest (RF)…”
Get full text
Get full text

Integrating remote sensing and in-situ data to determine climate diversity and variability in cocoa systems in the provinces of Jaén and San Ignacio, Cajamarca (NW Perú) by Atalaya Marin, Nilton, Goña Goñas, Malluri, Tineo Flores, Daniel, Chuquibala Checan, Beimer, Arce Inga, Marielita, Tarrillo Julca, Ever, Alvarez Robledo, Yeltsin Abel, Tafur Culqui, Josué, Cabrera Hoyos, Héctor Antonio, Gómez Fernández, Darwin

Subjects: “…Random forest (RF)…”
Get full text
Get full text

Spatiotemporal Dynamics of Grasslands Using Landsat Data in Livestock Micro-Watersheds in Amazonas (NW Peru) by Atalaya Marin, Nilton, Barboza Castillo, Elgar, Salas López, Rolando, Vásquez Pérez, Héctor Vladimir, Gómez Fernández, Darwin, Terrones Murga, Renzo E., Rojas Briceño, Nilton B., Oliva Cruz, Manuel, Gamarra Torres, Oscar Ándres, Silva López, Jhonsy Omar, Turpo Cayo, Efrain

Subjects: “…Random forest (RF)…”
Get full text
Get full text