• Processing LiDAR, Drone data, and aerial imagery, as well as connectivity analysis with geomorphological and environmental aspects

• Total station survey, sediment transport research, and channel morphological change assessments

• Grain-size distribution and flume data processing in remote sensing tools like Metashape, etc.

• Prepare and deliver theory and lab lectures, clarify students' queries, geospatial problem solution, evaluate quizzes, assignments, projects, mid-term and final examinations, etc.

• Responsible courses were included: 

GEOS 103: Our Changing Environment: Water and Landscapes

GEOS 270: Geographic Information Science 

GEOS 406: Watershed Geomorphology

Research Title-1: Feasibility Study on Heatwave Anticipatory Action in Rajshahi, Bangladesh.

Research Title-2: Desk research for the climate risk assessment in Bangladesh.

• Literature review, municipal plan, and policies review to identify core research gaps and conduct a feasibility study

• Geospatial data collection and satellite image analysis for urban heat island and heat hotspot identification, vulnerable area mapping, and household-level community risk assessment

• Existing climate and remote sensing data inventory for national-level risk profiling and assessment

• Field data collection, including climatic variability, health impact, and socio-economic data through multiple techniques, including FGD, KII, geospatial, and weather parameter survey

• Facilitate and organize stakeholder validation workshops, and report writing, along with a grant proposal for further work, etc.

Research Title: Development of a Python Based Mathematical Model for 3D Modeling Using Unmanned Aerial Vehicle

• Conduct drone/UAV survey and high-resolution data collection

• Develop a Python-based mathematical model for 3D modeling using drone-processed data

• Mathematical modeling for Drone data, and writing a journal for publication (click here to read)

Research Title: The Baseline of the USAID’s Northern Bangladesh Disaster Preparedness (NOBADIP) Activity

• Prepare and analyze geospatial data for baseline survey and disaster preparedness plan in the remote area of Bangladesh

• Field data collection and portrait through geospatial mapping, identifying the spatial distribution of vulnerable areas, and reporting for precautionary measurements grant.

Research Title: Study and make an Inventory of the available climate data and climate risk information of Bangladesh

• Research for available geospatial and climatic-attributed data for climate risk information mapping

• Database design in Microsoft Access and SQL to develop an easy-to-access data platform

• Design necessary brochures, describe steps to access databases, and conduct a workshop for users

Research Title: Development of Urban JNA (Joint Needs Assessment) Training Module and Relevant IEC Materials

• Prepare a training module for Drone survey methods, data collection, and processing

• Organize and introduce the Drone for geospatial survey through multiple training sessions

• Design assignments for participants and write a report with detailed drone operation techniques

Book Title: Ogni Geographic Atlas (International 3rd Edition), [ISBN 978-984-8726-77-8]

• Collect and filter the geospatial database for national and international level mapping for an Atlas book

• Mapping and introducing exclusive information and data analysis through diagrams in every map

• Handling a complex atlas book formatting, along with assisting with description crafting

Project Title: GIS-Based Mapping of Brick Kilns in Bangladesh

• Collect high-resolution satellite imagery for finer-scale land use mapping for the brick kilns field

• Image Rectification, Digitization, and national-level geospatial modeling for land use classification

• Brick-kilns mapping associated with land use and cultural features in finer-scale

• Identify brick kilns from images and conduct field surveys for data validation through GCPs collection

• Detailed local-level mapping for the individual brick kilns across Bangladesh.

Book Title: Textbook of GIS and Remote Sensing, [ISBN 984-8727-02-37]

• Write the practical section of the Textbook of GIS and Remote Sensing

• Craft a detailed explanation with necessary steps in geospatial software for remote sensing and GIS analysis through ArcGIS and Multispec

• Prepare figures and diagrams, along with proofreading the draft and final copy of the book.