Research Interests
Hydroclimatology, Soil Science, Microwave Remote Sensing, Multi-scale data fusion, Bayesian Statistics, Machine Learning.
Current project
SMAP Science using Data Fusion: Forecasting Flash Drought to Flash Flood
Funding Agency: NASA
Awards, scholarships, & fellowships
- (2024) Bill & Rita Stout International Graduate Student Award
- (2023) Earth Science Information Partners (ESIP) Community Fellow
- (2023) BAEN GSA travel award for AGU fall meeting
- (2023) Data Science Ambassador Scholarship, Texas A&M Institute of Data Science
- (2023) Climate Change AI Summer School Travel Award
- (2022) BAEN GSA travel award for AGU fall meeting
- (2022) 3 MT Best Presentation: People’s Choice Award
- (2022) Graduate Student Competitive Scholarship: BAEN, TAMU
- (2022) BAEN GSA travel award for EGU spring meeting
- (2021) Graduate Student Competitive Scholarship: BAEN, TAMU
- (2021) BAEN GSA travel award for AGU fall meeting
Service and Community Engagement
- (2023) Volunteer for AGU Fall Meeting
- (2023) Community Fellow: Soil Ontology and Informatics Cluster
- (2023) Volunteer (Organizing Committee) for HydroML Symposium
- (2023) Student member: American Geophysical Union (AGU) Hydrology Section Student Subcommittee (H3S)
- (2022-23) Travel Award Chair: BAEN Graduate Student Association
- (2022) NASA SMAPVEX 2022 Volunteer
- (2022) IEEE Soil Moisture School Participant
- (2021-22) Senator for BAEN at Graduate & Professional Student Government (GPSG)
- (2021-22) Vice-President: BAEN Graduate Student Association
Blogs
- Grey Nearing, Google and Flood Forecasting – A Candid Conversation
- Thinking Parallel: High Performance Computing (HPC) for Researchers
- My Experience with SMAPVEX 2022: Exploration, Exhaustion and Education!
List of select publications:
- Binayak P. Mohanty, Mishra, Debasish, and Vinit Sehgal, Soil Moisture Remote Sensing: Satellite Retrieval, Geophysical Controls, and Applications, Reference Module in Earth Systems and Environmental Sciences, Elsevier, 2024, ISBN 978012409489, https://doi.org/10.1016/B978-0-323-96026-7.00033-3.
- Mishra, Debasish, Vinit Sehgal, and Binayak P. Mohanty. “Thermodynamic Bouunds of Terrestrial Water-Energy Coupling and Resiliency in Global Ecosystems.” Authorea Preprints (2023) (DOI: 10.22541/au.170000976.64787854/v2)
- Ganguli P., Singh B., Reddy N. N., Aparna Raut, Debasish Mishra, and Bhabani Sankar Das. “Climate-Catchment-Soil Control on Hydrological Droughts in Peninsular India.” Sci Rep 12, 8014 (2022). https://doi.org/10.31223/X5QK96
- Mishra, Debasish, et al. “Living with arsenic in the environment: An examination of current awareness of farmers in the Bengal basin using hybrid feature selection and machine learning.” Environment International 153 (2021): 106529.
- Mishra, Debasish, Bhabani S. Das, and Manoj Menon. “Hybrid feature selection and machine learning approaches for assessing the arsenic awareness of local farming communities in Bengal Basin.” EGU General Assembly Conference Abstracts. 2021.