Determination of cotton and wheat yield using the standard precipitation evaporation index in Pakistan
This study presents an efficient approach to predict the Rabi and Kharif crop yield using a relatively new and robust machine learning (ML) model named random forest (RF). The standard precipitation evaporation index (SPEI) with different time lags (e.g., 1 to 12 months) are utilized as predictive v...
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Main Authors: | , , , , , , |
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Format: | Article |
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Springer Science and Business Media Deutschland GmbH
2021
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Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/94513/ http://dx.doi.org/10.1007/s12517-021-08432-1 |
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