Average nearest neighbour analysis before and after filtering of data points.
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posted on 2022-02-17, 18:31 authored by Dennis Ochola, Bastiaen Boekelo, Gerrie W. J. van de Ven, Godfrey Taulya, Jerome Kubiriba, Piet J. A. van Asten, Ken E. GillerAverage nearest neighbour analysis before and after filtering of data points.
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specific intensification optionsresolution satellite imagespast five decadesonline survey basedgenome group aaadiv >< pmap current distributioncollected banana presencebanana production areassoil organic carbonmean annual temperature36 %) regions2 %) regionsmapping spatial distributioncurrent banana distributionbanana spatial distributionincreased banana cultivationpast 50 yearsmusa acuminata logistic regression modelconstituent algorithms trainedbiophysical factors associatedassessed geographic shiftsdecreased banana cultivationspatial distributionbanana cultivationmusa constituent algorithmsdecreased cultivationgeographic shiftssoil phregression treeensemble modelannual precipitation18 %)continued cultivationgeographic shiftunderstand changessupport targetingspp .)small proportionslope gradientrandom forestsprecipitation seasonalitypolicy advocacyneural networksindependent covariateshereafter referredfood supplyensemble modelsdetermined usingbulk densityblue reflectance903 ),890 ).44 %)17 covariates
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