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Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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inferredcites →https://doi.org/10.1016/j.baae.2013.08.007openalex-snapshot
Coupling historical prospection data and a remotely-sensed vegetation index for the preventative control of Desert locusts
inferredcites →https://doi.org/10.1016/j.cropro.2008.08.006openalex-snapshot
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Soil Moisture Remote Sensing: State‐of‐the‐Science
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USE AND INTERPRETATION OF LOGISTIC REGRESSION IN HABITAT-SELECTION STUDIES
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Plagues of Desert Locusts: Very Low Invasion Risk to China
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Copernicus Global Land Cover Layers—Collection 2
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A Dynamic Vegetation Senescence Indicator for Near-Real-Time Desert Locust Habitat Monitoring with MODIS
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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