topic How to preprocess, geoencode and add multivariate regression-based time series dataset for deep learning modelling in arcgis pro? in ArcGIS Pro Questions https://community.esri.com/t5/arcgis-pro-questions/how-to-preprocess-geoencode-and-add-multivariate/m-p/1228797#M61908 <P>I have spent several nights on this particular issue. I need help.</P><P>I have a regression-based modelling task (i.e. I wish to predict continuous values). I have a multivariate weather dataset (precipitation, solar radiation, wind speed) collected at three different locations daily for two years.&nbsp;</P><P>My approach is to create a multidimensional space-time-cube typical in cluster analysis, such that the three variables will form an overlay of cubes at each gauge location temporally.&nbsp;</P><P>How do I preprocess, geoencode, and add my dataset to the Level 4 administrative shapefile that I have got?</P><P>The goal is to predict one of the variables given the other two variables spatio-temporally i.e. at given time steps and at each gauge location.</P><P>It's a serious concern to me. Thank you.</P> Fri, 04 Nov 2022 16:11:14 GMT EqUaL90 2022-11-04T16:11:14Z How to preprocess, geoencode and add multivariate regression-based time series dataset for deep learning modelling in arcgis pro? https://community.esri.com/t5/arcgis-pro-questions/how-to-preprocess-geoencode-and-add-multivariate/m-p/1228797#M61908 <P>I have spent several nights on this particular issue. I need help.</P><P>I have a regression-based modelling task (i.e. I wish to predict continuous values). I have a multivariate weather dataset (precipitation, solar radiation, wind speed) collected at three different locations daily for two years.&nbsp;</P><P>My approach is to create a multidimensional space-time-cube typical in cluster analysis, such that the three variables will form an overlay of cubes at each gauge location temporally.&nbsp;</P><P>How do I preprocess, geoencode, and add my dataset to the Level 4 administrative shapefile that I have got?</P><P>The goal is to predict one of the variables given the other two variables spatio-temporally i.e. at given time steps and at each gauge location.</P><P>It's a serious concern to me. Thank you.</P> Fri, 04 Nov 2022 16:11:14 GMT https://community.esri.com/t5/arcgis-pro-questions/how-to-preprocess-geoencode-and-add-multivariate/m-p/1228797#M61908 EqUaL90 2022-11-04T16:11:14Z