Hello,
I'm Satyam Shah

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LULC Temporal Dynamics of Kathmandu City

Remote Sensing

This model aims to analyze the correlation between vegetation and bare soil areas and also cloud percentage during 1st January 2018 – 1st January 2019.

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Flood Detection with Sentinel-1

Adv. Remote Sensing

The project shows the implementation of Sentinel-1 data for flood detection.

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Watershed-Based Tree Segmentation

Adv. Remote Sensing

This project involves analyzing intensity features of the image to identify regions of interest and separating them into different regions.

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Detection of Crop Lines with Hough Line Transform

Adv. Remote Sensing

This project showcases the use of Hough Line Transform algorithm to detect crop lines.

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Using SAM and GEOBIA to Classify Vineyard

Adv. Remote Sensing

This project makes use of the Segment Anything Model (SAM) and GEOBIA for vineyard classification.

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Using Computer Vision Algorithms for Plant Detection and Counting

Adv. Remote Sensing

This project integrates CV algorithms for efficient detection and quantitative analysis of plant populations

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Template Matching on OpenCV to Detect Cars

Adv. Remote Sensing

This project applies object detection CV algorithm to detect cars.

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LULC of Netherlands using ML

Adv. Remote Sensing

This project applies HOG and SVM techniques integrated with OBIA for LULC classification.

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PCA-Based Unsupervised Change Detection

Adv. Remote Sensing

This project applies PCA-based unsupervised classification to distinguish spectral patterns and reduce data dimensionality.

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Texture Analysing using GLCM

Adv. Remote Sensing

This project performs texture analysis using the (GLCM) to extract spatial pattern features from imagery.

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Edge Detection using HLT

Adv. Remote Sensing

This project applies HCD and the Probabilistic Hough Line Transform to extract key features and linear structures for precise feature identification.

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Tree Detection with YOLOv12

Adv. Remote Sensing

This project uses YOLOv12 for tree detection showcasing a DL approach for accurate identification of individual trees.

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Using Alpha Earth Embeddings for Clustering

Adv. Remote Sensing

This project leverages AlphaEarth embeddings to perform spatial clustering.

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LULC Pixel Classification

Adv. Remote Sensing

This project performs LULC pixel-level classification using Google Alpha embeddings.

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Semantic Segmentation for Coverage Mapping

Adv. Remote Sensing

This project implements semantic segmentation using PyTorch & TorchGeo to generate detailed land usage and coverage maps.

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Semantic Segmentation using CNN

Adv. Remote Sensing

This project applies a CNN for semantic segmentation to perform pixel-level mapping.

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U-Net for Semantic Segmentation & LULC Mapping

Adv. Remote Sensing

This project applies a U-Net architecture for semantic segmentation to perform pixel-level LULC mapping.

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Training Model for Solar Panel Detection

Adv. Remote Sensing

This project focuses on training DL model for solar panel segmentation and delineation of solar panels.

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Training Model for Building Segmentation

Adv. Remote Sensing

This project focuses on training DL model for building footprints segmentation.

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DL-Based Orange Tree Detection

Adv. Remote Sensing

This project performs instance segmentation of orange trees and cars in aerial imagery using YOLOv8 with OBB.

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Using YOLO to Detect Vegetables

Adv. Remote Sensing

This project implements a YOLO-based object detection pipeline to identify and count individual vegetable plants in high-resolution field imagery.

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Using YOLO to Detect Trees

Adv. Remote Sensing

This project makes use of YOLO algorithms to detect various objects.

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Using YOLOv5 to Detect Orange Trees

Adv. Remote Sensing

This project compares YOLOv5 and SSD, two high-speed, single-shot object detection models, for orange tree-detection.

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Detection of Solar Panels using Faster RCNN

Adv. Remote Sensing

This project employs a Faster R-CNN architecture to accurately detect solar panels in high-resolution aerial imagery, enabling large-scale renewable energy mapping and monitoring.

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Segmentation of Eucalyptus Zones in Eastern Mato

Adv. Remote Sensing

This project uses a U-Net DL model for semantic segmentation of multispectral satellite imagery to map and delineate eucalyptus plantations.

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Using DeepLabV3+ To Segment Cana Weeds

Adv. Remote Sensing

This project employs the DeepLabv3 model for semantic segmentation to accurately delineate cana weed patches in agricultural fields.

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Semantic Segmentation of Building and Houses

Adv. Remote Sensing

This project utilizes DL for the semantic segmentation of buildings in high-resolution aerial imagery.

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Using U-Net to Segment River Lines and Bodies

Adv. Remote Sensing

This project utilizes a U-Net architecture for the semantic segmentation of rivers from satellite imagery, enabling accurate hydrological mapping.

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Weed Classification in UAV Images with CNN

Adv. Remote Sensing

This project uses (CNNs) for weed classification in high-resolution drone imagery, enabling precise species identification.

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Detection and Classification of Cars from Aerial Imagery

Adv. Remote Sensing

This project employs DL model to detect and classify cars in high-resolution aerial imagery.

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Mapping Vegetation & Weeds with ANN

Adv. Remote Sensing

This project applies an ANN for mapping vegetation and weeds from imagery, performing pixel-level classification to distinguish crop areas from weed-infested regions.

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Pixel Classification with ANN

Adv. Remote Sensing

This project uses an (ANN) to perform pixel-level classification of satellite imagery, enabling automated and accurate land cover mapping.

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Banking Accessbility Network Analysis

Spatial Analytics

This dashboard shows the visualization of predator-prey ecological dynamics between Red Fox and Ground-Nesting Skylark.

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Pipeline Proximity Accidents Analysis

Advanced Spatial Analysis

This project analyzes accidents occurring in proximity to pipeline infrastructure across Ohio to identify high-risk areas.

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Survey Data Analysis

Geomatics Surveying

This project leverages a range of modern geomatics tools, including the analysis of point cloud data from LiDAR, TLS, and aerial photogrammetry, to perform detailed spatial analysis.

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Forest Tree Crown Segmentation & Biomass Analysis

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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Urban Pluvial Flood Simulation

Geomatics Surveying

This simulation was developed using a numerical model based on the Shallow Water Equation.The model analyzes surface flow direction and inundation patterns under actual urban topography, driven by rainfall conditions, to assess overland flow dynamics and flood-prone areas

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Solar Radiation Assessment for Panel Placement

Geomatics Surveying

This project showcases the potential of solar panel placements on rooftops by assessing zonal statistics and radiation.

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Digital Twin 3D Model

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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3D Model of Resort

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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3D Model of Ranch Site

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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3D Model of Suburb (Austin)

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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Rooftop Condition Report

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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Thermal Mapping (Campus Rooftop)

Geomatics Surveying

Please check my github repo for a comprehensive report of this project.

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Predation Patterns of Fox and Skylark Dashboard

Geovisualization and Advanced Cartography

The dashboard shows the predator-prey temporal dynamics between Fox and Skylark.

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Chicago Crime Spectrum Dashboard

Geovisualization and Advanced Cartography

The dashboard shows the crime rates and distribution of crime types across community areas of Chicago.

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Isochrone Map of Manchester

Geovisualization and Advanced Cartography

Isochrone map depicting reachable areas within specific times for walking, cycling, and driving.

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Cartogram Map

Geovisualization and Advanced Cartography

Cartogram map showing unemployment vulnerability and aid claimants across Leicester.

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Proportional Symbol Map

Geovisualization and Advanced Cartography

This map shows stop and search patrolling hotspots across Leicester.

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Bivariate Map

Geovisualization and Advanced Cartography

Bivariate map showing unemployment and economic disengagement across Leicester wards.

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Choropleth Small Multiple Maps

Geovisualization and Advanced Cartography

This map shows the diversity and frequency of crimes across Leicester.

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Building Types Classification

Geovisualization and Advanced Cartography

This map shows landuse around Borwon Mongkol Temple classified into 9 classes.

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Landslide Hazard Map

Geovisualization and Advanced Cartography

This map shows landslide hazard susceptibility in the Municipality of Lakewood.

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Rainfall Return Flood Map

Geovisualization and Advanced Cartography

This map shows 100-YR rainfall return flood hazard susceptibility in the Municipality of Lakewood.

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Annual Average Rainfall Map

Geovisualization and Advanced Cartography

This map shows the annual average weekly precipitation spread in the Municipality of Lakewood.

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3D Terrain from Orthophoto and DEM

Geovisualization and Advanced Cartography

This 3D interactive map shows the overlaid RGB orthophoto on top of DEM to better visualize depth.

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Global Internet Connectivity

Geovisualization and Advanced Cartography

This interactive map visualizes the backbone of global internet connectivity, highlighting the densest cable networks, critical coastal hubs, and regions with lower connectivity

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Wind Flow Visualization

Geovisualization and Advanced Cartography

This is a high-quality wind animation showing temporal changes in wind patterns across the UK.

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Global Flight Routes and Airport Network

Geovisualization and Advanced Cartography

This is a high-quality informative visualization that reveals the underlying patterns of global air travel.

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3D Land Cover Switzerland

Geovisualization and Advanced Cartography

This is a high-quality 3D LULC terrain render of Switzerland.

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Developing Location-Based-Services(LBS) Application

Geographical Ai

This project consisted of making use of GR POI ranking algorithms to develop LBS system.

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Assessing Ecosystem Services of Greenspaces

Zenodo

This was my undergraduate thesis looking at how we could assess the ecosystem services from greenspaces where pollinators and plants were major proxy variables.

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Multi-temporal Sentinel-2 consensus mapping framework for enhanced wildfire severity assessment in semi-arid East Africa

Research Square

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Groundwater Quality Assessment in the Suburban Localities of Hadapsar, Pune Using WQI Methodology

Studia Universitatis Babes-Bolyai Chemia

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WebGIS:Beginner to Advanced

Udemy

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UgCS Basics

SPH Engineering

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Hydrologic Modeling with HEC-HMS

UNESCO

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Certified Data Science Professional

Odin School

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Application of GIS in Conservation

RCMRD

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Developing Sustainable Earth Observation Applications

NASA ARSET

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Cartography

ESRI

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Hydrological Modelling

ESRI

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Carbon Literate

Carbin Literacy Project

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Gatsby Plant Science Program Grant

I was one of a few students from top UK universities awarded a prestigious grant to attend the highly competitive GPSEP.

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Modular Custom UAV

I was awarded 1st Prize upon developing a modular custom drone capable of picking and dropping payloads.

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STEMist Hack2.0

Leicester Gold Award

Awarded the prestigious Leicester Gold Award for academic excellence and significant extracurricular engagement.

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Uk Space Conference 2019

I was awarded a prize for outperforming competitors in a technical simulation of docking a Soyuz spacecraft to the International Space Station

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