Mirza Waleed's Projects
Repository for hosting materials for my 30 Day Map Challenge (2023) Journey!
The repository contains arcpy scripts, toolbox, and models compatible with ArcGIS Pro
The repository contains resources (data, scripts, and apps) for Waleed et al. (2022) paper on Bahawalpur
A deep learning based chatbot for COVID-19
Carefully curated resource links for data science in one place
A repository containing open-sourced projects (mostly my contributed) on the use of Google Earth Engine for various environmental applications.
The reporsitory contains source codes, and materials for preparing environmental variables using GEE
Earthquake damage detection using earth-observation (EO) data
A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population
The repository contains the data for the paper "Enabling Efficient Flood Susceptibility Mapping Based on Comparative Performance Evaluation of Machine Learning Models"
Repository to host code and web application of the Flood Mapping Susceptibility and Exposure (FMSE) analysis tool.
The repository contains data for upcomming paper on "An Integrated Approach based Machine Learning Framework for High-resolution Flood Susceptibility Mapping and Exposure Analysis at a national scale: A Case Study of Pakistan"
This repository contains materials for the workshop on Google Earth Engine Python API for ML-based Classification
The repository contains python based tools for different geospatial applications
This repository contains links to the Global Flood Mapper (GFM). Usage instructions are given here. For more details, please check the journal article titled "Global Flood Mapper: A novel Google Earth Engine application for rapid flood mapping using Sentinel-1 SAR."
One of the parameter of the earthquake data as csv file is predicted with help of Lineer Regression, an algorithm of Machine Learning.
A fast, clean, responsive Hugo theme.
Introduction to Statistical Learning
A repository containing data for the paper" Urbanization-led land cover change impacts terrestrial carbon storage capacity: A high-resolution remote sensing-based nation-wide assessment in Pakistan (1990–2020)"
A framework for land-use classification using open sourced python based geospatial modules.
Machine Learning Resources, Practice and Research
The repository contains resources (data, scripts, and apps) for Waleed & Sajjad (2022) paper on Punjab saptio temporal assessment of LULC and LST.
This repository contains data for Waleed et al., 2022 paper on "Evaluating the efficiency of coarser to finer resolution multispectral satellites in mapping paddy rice fields using GEE implementation"
An introduction to satellite image analysis using Python + OpenCV and JavaScript + Google Earth Engine