zia-foisal / fieldimager

FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.

Md Zia Uddin Foisal

| Humanitarian Response 🌍⛺ | Remote Sensing & GIS 🛰️🗺️ | Machine Learning and Deep Learning💡🧠 | Disaster and Climate Risk Analytics 🌊🏞️ | Biodiversity Conservation 🌱🐘 | Shelter Addressing 🤝🏠 |

👋 Hi, I'm Zia, a dedicated GIS, RS, and data professional with a passion for making a positive impact through humanitarian and environmental initiatives. My expertise lies in the intersection of Remote Sensing & GIS, applying machine learning and deep learning tools and techniques, analyzing and visualizing disaster and climate risk model outputs, land-Use land cover analysis, and biodiversity conservation. I excel in applying my skills in collecting, managing, processing, analyzing, and visualizing both tabular and geospatial data. My experience spans across disaster and climate risk analysis, socioeconomic disaggregated data analysis, multisectoral needs assessment, and landscape restoration.

💻 Technologies & Tools

• Programming & Big Data Analysis - Python | Jupyter Notebook | R | PostgreSQL & PostGIS
• GIS Softwares - ESRI ArcGIS Pro | QGIS | GeoServer | Leaflet
• Cloud Computing & Remote Sensing - Google Earth Engine