Omar F. Althuwaynee

GIS and Remote Seminar presented by Prof.Vodacek and Dr.Omar Althuwaynee at 23rd Dec. 2015, Izmir Turkey. To watch the presentation video, please click here To download the slides, please click here Prof. Anthony Vodacek Digital Imaging and Remote Sensing Laboratory Chester F. Carlson Center for Imaging Science Rochester Institute of Technology vodacek@cis.rit.edu Happy learning !           Omar F. AlThuwaynee keywords: Rochester institute of technology, remote sensing, environment, GIS, modeling, research, applications, data, uav, geomatics, background, image processing, satellite , aerial, tools, technology , geography, system

How to fill missing data using advanced imputation techniques in R? To watch the tutorial videos Video part 1: https://youtu.be/T3kFrdhXap0 Video part 2: https://youtu.be/XmhcKjNVtc0 Happy learning! Omar F. Althuwaynee

To watch the video, please click  here To download the exercise data, please click  here For any inquiries, please leave a comment. Best regards Omar F. Althuwaynee

How to easily produce testing binary data for the prediction mapping validation? To watch the video, please click here For any inquiries, please leave a comment. Best regards Omar F. Althuwaynee

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Part 1- Prediction mapping:introduction to Logistic regression in GIS environment Part 2- Prediction mapping:Logistic regression in GIS: Prepare binary training data by ArcGIS Part 3- Prediction mapping:Export data from ArcGIS and set R working environment and packages Part 4- Prediction mapping:Import and plotting GIS data in R environment Part 5- Prediction mapping:Prepare, resample and save Raster data format in R environment.  Part 6- Prediction mapping:Run multivariate Logistic regression and export reports using GIS data in R environment Part 7- Prediction mapping:Find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment. Part 8- Prediction mapping:Plot Logistic regression (logit S curve shape) using GIS data in R. Part 9- ...