Pratyush Dhungana

I'm

About

I am currently pursuing a Master of Science degree in Forest Biometrics at Mississippi State University. My research focuses on the advancement of county-level forest biomass estimation through the application of diverse statistical methodologies. I possess a robust enthusiasm for forest and spatial data science, as well as ecological research, with a commitment to addressing complex, interdisciplinary challenges.


I am a graduate student in the field of Forest Biometrics at the Department of Forestry, Mississippi State University. As a Graduate Research Assistant in the Forest Biometrics Lab, I have been fortunate to engage in both independent and collaborative research projects.

My academic journey and practical application have laid a strong foundation in GIS, spatial analysis, and statistical modeling. Proficiency in programming languages such as R and Python allows me to enhance our collective understanding of forest data and its broader implications.

My research interests are deeply rooted in the application of this data to environmental and ecological challenges. I am especially focused on how forest biometrics can contribute to carbon assessment and address the complexities of climate change. My aim is to utilize my skills to positively impact our environment and society.



Whenever time permits, I like to do photography, play soccer, watch movies or edit some videos.

Forest Data Scientist & GIS Practictioner.

Looking for collaboration opportunites in the field of Forestry, Spatial Science, Quantitative Ecology & Data Science.

  • Degree: M.S. Forest Biometrics
  • Email: dh.prtsh@gmail.com; pd624@msstate.edu
  • Availability for work/ collaboration: Available

If you need some help in forest data science, spatial data analysis or research design, I might be able to help you.

Skills

I believe learning is a lifelong journey. I have gained strong skills in following topics through work experiences, courseworks, online courses, and personal projects.

ArcGIS suit of products 90%
Python 60%
Ecological Research 65%
Adobe Products 85%
Remote Sensing 95%
R 70%
Video Editing 60%
Statistical Analysis 80%

Resume

Forest Data Scientist, GIS Practioner & Ecological Researcher Seeking Collaboration Opportunities.

Summary

Pratyush Dhungana

Dynamic and progress driven forestry graduate, forest and spatial data science enthusiast, interested in use of spatial and non-spatial data for addressing inter-disciplinary problems. Adept in spatial analysis, and ecological research.

  • Gandaki, Nepal
  • dh.prtsh@gmail.com

Education

M.S. in Forest Biomterics

2024 - Present

College of Forest Resources, Mississippi State University, Starkville, MS, USA

Project: “Machine Learning Approaches to Improve Small Domain Biomass Estimates”
Class Projects:
  • Used standard Fay-Herriot Model to enhance the county level above ground forest biomass estimates for the states of Mississippi and Minnesota.
  • Designed a basic geodatabase for the Oktibbeha county of Mississippi.
  • Created a tool for selecting the water sources within the given radius from the centre of Mississippi State University.
  • BS in Forestry

    2017 - 2022

    Institute of Forestry, Tribhuvan University, Nepal

    Thesis: “Night Echoes in Urban Landscape: Activity and Guild of Bats in Different Habitat Types”
    Class Projects:
    • Prepared of Community Forest Operation Plan of Sundarban Community Forest, Kapilvastu.
    • Performed Watershed Prioritization of Kaligandaki Watershed
    • Developed a local volume table of trees present in Institute of Forestry Pokhara.
    • Prepared a change detection map of Tandi, Chitwan.

Research Experience

Lead Researcher

Researcher

Research Assistant

  • "Exploring the roosting and nesting habitats of Asian Barred Owlet (Glaucidium cuculoides)" in Raghuganga Rural Municipality", —Data collection (Bio-physical data with the help of Vortex, Binoculars, GPS and Diameter Tape) and dissemination.
  • "Beneficial or harmful: How do local stakeholders perceive bats and Caves in mid-hills of Nepal?", — Social data collection using household questionnaire survey and open-ended interview.
  • "Assessment of Kulekhani watershed's health based on water quality", — Research Design and Data analysis using ArcMap.

Research Field Assistant

  • "Bats and Caves: Seasonal Monitoring and Conservation in Kaligandaki Canyon, Nepal", — Field data collection (micro-climatic and acoustic data collection), organized a conservation seminar for cave protection comittee.
  • "Acoustic Survey and Monitoring to Lay the Foundation for Conservation of the Endemic Csorba’s Mouse Eared Bat (Myotis csorbai) in Nepal," — Field data collection (microclimatic and acoustic data collection).
  • Field Expert: "Bats, trees and humans: Fruit-eating bat survey in Chepang communities of Kalika Municipality, Chitwan", —Acoustic data collection using song-meter for recording of echolocation pulses in 11 different survey stations.
  • Field Technician: Preparation of community forest operation plan for 7 community forests; NTFP inventory in Myagdi District: A five-year plan under Division Forest Office, Myagdi.

Professional Experience

Graduate Research Assisstant

January 2024 - Present

Forest Biometrics Lab, Department of Forestry, Mississippi State University

  • Prepared study area maps for two differnt projects.
  • Performed high to coarse resolution satellite and optical data acquisition, cleaning and analysis for the small area estimation project.

Research Assisstant

September 2023 - November 2023

NepAI Applied Mathematics and Informatics Institute for Research

Intern

February 2022- June 2022

Division Forest Office, Myagdi

  • Conducted one month-long active acoustic monitoring of the activity of bats in different habitats of bats using echohmeter.
  • Monitored different forest management activities within the community forests of Myagdi district.
  • Performed high-resolution satellite image acquisition and land cover classification using ArcGIS.
  • Sensitized more than 200 high school students about the Forest Fire: Causes and Mitigation Measures.
  • Applied different nursery improvement techniques, and updated Division and Subdivision office data.
  • Explored different caves and conducted acoustic monitoring of Bats.
  • Prepared map of several community forests and drafted different official documents, prepared Presentation slides for workshops and seminars.
  • Collected socio-demographic data using household questionnaire survey for different community forest operational plan preparation.
  • Collected NTFP inventory data from high mountains.
  • Consulted and organized different local and regional stakeholders of DFO.

Co-ordinator

May 2021 - May 2022

Bat Friends Pokhara, IOF

  • Led a team of 9 people for bat research and monitoring.
  • Carried out mist-netting and active acoustic monitoring of Bats.
  • Trained Forestry Undergraduates about Bat Handling, Identification along with Caves and Bats Monitoring during 26th National Wildlife Week.
  • Performed Acoustic Analysis and Report Writing.
  • Organized Various Conservation Outreach Programs.

Training and Certification

  • Species Distribution Modeling with Remote Sensing, Webinar by NASA ARSET.
  • Satellite Observations and Tools for Fire Risk, Detection, and Analysis, Webinar by NASA ARSET.
  • Fundamentals of GIS by UC Davis on Coursera.
  • Wildlife Research Techniques Training, 2020 for 19 days by Friends of Nature-FON, Nepal.
  • Python Basics by Michigan State University on Coursera.
  • Spatial Data Science: The New Frontier in Analytics – A MOOC by ESRI.
  • Going Places with Spatial Analysis —A MOOC by ESRI

Portfolio

I have mostly worked in GIS and Remote Sensing, Web Development and Machine Learning. Though I am not allowed to share the work I have done for my organizations, here are some works I have done either for my personal projects.

  • All
  • Development
  • Remote Sensing and GIS
  • Machine learning

Potato Disease Identification

Details

Satellite Image classification using Python

Details

Swimmming Pool Detection Using YOLOv5

Details

Myagdi Topographic Map

Details

DEM to Stream Network Tool

Details

Real-Time Multi-Class Object classification

Details

Airports and Flight Routes

Details

Major Lakes of Nepal

Details

Geo Quiz

Details

Happiness Index

Details

Report Automation (Image Replace)

Details

Animation(Precipitation)

Details

Contact

Location:

Starkville, MS, USA