Softwares | Vidya Samadi

Software

Foold Analytics Information System (FAIS) Application

Github IBM Cloud

Reference Publication

Donratanapat, N., Samadi S., Vidal, M.J., S. Sadeghi Tabas. 2020. A National-scale Big Data Prototype for Real-time Flood Emergency Response and Management. Environmental Modelling & Software. DOI: 10.1016/j.envsoft.2020.104828.

Samadi. S. 2021. Flood Analytics Information System (FAIS) Version 4.00 Manual. arXiv:2112.01375 [cs.LG].

FAIRDNN: Flood stAge predIction thRough Deep Neural Networks

Github

Reference Publication

Windheuser L., Karanjit R., Pally R., Samadi S., and Hubig N. 2022. FAIRDNN Package: Flood stAge predIction thRough Deep Neural Networks.

Flood Image Classifier

Github

Reference Publication

Pally, R., Samadi S. 2022. Application of Image Processing and Convolutional Neural Networks for Flood Image Classification and Semantic Segmentation. Environmental Modelling & Software. Doi: https://doi.org/10.1016/j.envsoft.2021.105285.

Agricultural and Environmental Data Analytics System (AEDAS)

Github

Reference Publication

Pally, R. Samadi, S. 2020. An Agricultural and Environmental Data Analytics System (AEDAS)- works on both Android and iOS.

Project Screening Tool (PST)

Github

Reference Publication

Sadeghi Tabas, S. and Samadi, S. Project Screening Tool (PST).2019. Works on a Web portal.

Spatial Temporal Analysis Tool

Github

Reference Publication

Liu H., Hitchcock D.,and Samadi S. 2020. Spatio-temporal analysis of flood data from South Carolina. Journal of Statistical Distributions and Applications. 7, 11. https://doi.org/10.1186/s40488-020-00112-x.

WEB GIS Application

Github

Reference Publication

Samadi, S. 2018. A WEB-GIS-Application for transportation data collection.

Hydrological Tool Kit

Github

Reference Publication

Liu Haigang. 2019. Spatio-temporal Analysis of Precipitation and Flood Data from South Carolina. Available @Spatio-temporal Tool.