Random Forests modelling for the estimation of mango (Mangifera indica L. cv. Chok Anan) fruit yields under different irrigation regimes
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DOI: 10.1016/j.agwat.2012.07.003
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- Spreer, Wolfram & Ongprasert, Somchai & Hegele, Martin & Wnsche, Jens N. & Mller, Joachim, 2009. "Yield and fruit development in mango (Mangifera indica L. cv. Chok Anan) under different irrigation regimes," Agricultural Water Management, Elsevier, vol. 96(4), pages 574-584, April.
- de Azevedo, Pedro V. & da Silva, Bernardo B. & da Silva, Vicente P. R., 2003. "Water requirements of irrigated mango orchards in northeast Brazil," Agricultural Water Management, Elsevier, vol. 58(3), pages 241-254, February.
- Spreer, W. & Nagle, M. & Neidhart, S. & Carle, R. & Ongprasert, S. & Muller, J., 2007. "Effect of regulated deficit irrigation and partial rootzone drying on the quality of mango fruits (Mangifera indica L., cv. `Chok Anan')," Agricultural Water Management, Elsevier, vol. 88(1-3), pages 173-180, March.
- Vincenzi, Simone & Zucchetta, Matteo & Franzoi, Piero & Pellizzato, Michele & Pranovi, Fabio & De Leo, Giulio A. & Torricelli, Patrizia, 2011. "Application of a Random Forest algorithm to predict spatial distribution of the potential yield of Ruditapes philippinarum in the Venice lagoon, Italy," Ecological Modelling, Elsevier, vol. 222(8), pages 1471-1478.
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- Leontina Lipan & Aarón A. Carbonell-Pedro & Belén Cárceles Rodríguez & Víctor Hugo Durán-Zuazo & Dionisio Franco Tarifa & Iván Francisco García-Tejero & Baltasar Gálvez Ruiz & Simón Cuadros Tavira & R, 2021. "Can Sustained Deficit Irrigation Save Water and Meet the Quality Characteristics of Mango?," Agriculture, MDPI, vol. 11(5), pages 1-16, May.
- Mario Lillo-Saavedra & Alberto Espinoza-Salgado & Angel García-Pedrero & Camilo Souto & Eduardo Holzapfel & Consuelo Gonzalo-Martín & Marcelo Somos-Valenzuela & Diego Rivera, 2022. "Early Estimation of Tomato Yield by Decision Tree Ensembles," Agriculture, MDPI, vol. 12(10), pages 1-13, October.
- Liu, Xiaogang & Peng, Youliang & Yang, Qiliang & Wang, Xiukang & Cui, Ningbo, 2021. "Determining optimal deficit irrigation and fertilization to increase mango yield, quality, and WUE in a dry hot environment based on TOPSIS," Agricultural Water Management, Elsevier, vol. 245(C).
- Schulze, Katrin & Spreer, Wolfram & Keil, Alwin & Ongprasert, Somchai & Müller, Joachim, 2013. "Mango (Mangifera indica L. cv. Nam Dokmai) production in Northern Thailand—Costs and returns under extreme weather conditions and different irrigation treatments," Agricultural Water Management, Elsevier, vol. 126(C), pages 46-55.
- Jig Han Jeong & Jonathan P Resop & Nathaniel D Mueller & David H Fleisher & Kyungdahm Yun & Ethan E Butler & Dennis J Timlin & Kyo-Moon Shim & James S Gerber & Vangimalla R Reddy & Soo-Hyung Kim, 2016. "Random Forests for Global and Regional Crop Yield Predictions," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-15, June.
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Keywords
Data mining; Yield estimation; Water management; Knowledge extraction;All these keywords.
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