Mollie Dean Gaines
I am a Postdoctoral Research Scholar at North Carolina State University. In 2024, I earned my Ph.D. in Geospatial Analytics from North Carolina State University. I graduated Summa Cum Laude with a BS in Data Science and GIS with Honors from William & Mary in May 2019. I am passionate about studying the intersection of environmental and societal dynamics to improve equitable sustainability and resiliency in the face of climate change.
Works (13)
Updated: September 15th, 2024 05:25
2024 journal article
Projecting Surface Water Area Under Different Climate and Development Scenarios
EARTHS FUTURE, 12(7).
author keywords: surface water; projection; land-use/land-cover change; climate change; machine learning
open access via doi.org (publisher)
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
13. Climate Action
(Web of Science)
14. Life Below Water
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 22, 2024
2024 journal article
Quantifying urban flood extent using satellite imagery and machine learning
Natural Hazards.
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
15. Life on Land
(Web of Science)
Source: ORCID
Added: August 1, 2024
2023 journal article
Automated in-season rice crop mapping using Sentinel time-series data and Google Earth Engine: A case study in climate-risk prone Bangladesh
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 351.
author keywords: Synthetic aperture radar; Random forest; Multi-otsu; Boro rice; Flooding; In-season maps
TL;DR:
Although the multi-Otsu approach had relatively lower OCA, it proved effective in accurately mapping rice areas prior to harvest, eliminating the need for training samples that can be challenging to obtain during the growing season.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries, ORCID
Added: January 29, 2024
2022 journal article
Can we detect more ephemeral floods with higher density harmonized Landsat Sentinel 2 data compared to Landsat 8 alone?
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 185, 232–246.
Contributors: M. Tulbure* , M. Broich, V. Perin*, * , J. Ju, S. Stehman, T. Pavelsky, J. Masek
author keywords: Flooding; Ephemeral floods; Landsat; Sentinel 2; Analysis ready data; Harmonized data; Drylands
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
15. Life on Land
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 2, 2022
2022 journal article
Effects of Climate and Anthropogenic Drivers on Surface Water Area in the Southeastern United States
WATER RESOURCES RESEARCH, 58(3).
author keywords: surface water; climate variability; land use land cover; mixed effect models; random forests; Landsat
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
13. Climate Action
(Web of Science)
14. Life Below Water
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: April 18, 2022
2022 article
Projecting surface water in the Southeastern U.S. under three climate and development scenarios
Gaines, M., Tulbure, M., & Perin, V. (2022, January 5). (Vol. 1). Vol. 1.
Source: ORCID
Added: June 8, 2024
2021 journal article
A multi-sensor satellite imagery approach to monitor on-farm reservoirs
REMOTE SENSING OF ENVIRONMENT, 270.
Contributors: V. Perin n, M. Tulbure n , n , M. Reba * & M. Yaeger *
author keywords: On-farm reservoirs; Water management; Data assimilation; Kalman filter; Multi-sensor satellite imagery
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(OpenAlex)
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: March 14, 2022
2021 article
Effects of Climate and Anthropogenic Drivers on Surface Water Area in the Southeastern United States
Gaines, M. D., Tulbure, M. G., & Perin, V. (2021, November 11). (Vol. 11). Vol. 11.
Source: ORCID
Added: June 8, 2024
2021 journal article
On-farm reservoir monitoring using Landsat inundation datasets
AGRICULTURAL WATER MANAGEMENT, 246.
Contributors: V. Perin n, M. Tulbure n , n , M. Reba * & M. Yaeger *
author keywords: Landsat; Irrigation; Water management; On-farm reservoir
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: March 15, 2021
2021 journal article
On-farm reservoir monitoring using Landsat inundation datasets
Agricultural Water Management, 246, 106694.
Source: ORCID
Added: June 8, 2024
2020 article
A Review of Geospatial Content in IEEE Visualization Publications
2020 IEEE VISUALIZATION CONFERENCE - SHORT PAPERS (VIS 2020), pp. 51–55.
Contributors: A. Yoshizumi n, M. Coffer n, E. Collins n, n , X. Gao n, K. Jones n, I. McGregor n , K. McQuillan n
author keywords: Human-centered computing; Visualization; Visualization application domains; Geographic visualization
TL;DR:
An understanding of the quantity and role of geospatial subject matter in recent IEEE VIS publications is provided and supplies a foundation for future meta-analytical work around geosp spatial analytics and geovisualization that may shed light on opportunities for innovation.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 16, 2021
2020 conference paper
The effects of climate and human drivers on changes in surface water in the Southeastern US
American Geophysical Union Fall Meeting 2020. [Poster presentation]. https://agu2020fallmeeting-agu.ipostersessions.com/?s=54-6C-58-00-15-40-46-A0-08-5A-A3-52-94-55-85-9E
Source: ORCID
Added: June 8, 2024
2019 thesis
Calculating a Drought Vulnerability Index for South Africa based on Social and Biophysical Characteristics
https://scholarworks.wm.edu/honorstheses/1380
Source: ORCID
Added: June 8, 2024
Employment
Updated: August 28th, 2024 13:11
2024 - present
North Carolina State University Raleigh, US
Postdoctoral Research Scholar
Department of Forestry and Environmental Resources
2019 - 2024
NC State University Raleigh, NC, US
Graduate Assistant
Center for Geospatial Analytics
2020 - 2020
National Oceanic and Atmospheric Administration Washington, DC, US
William M. Lapenta Intern
Environmental Modeling Center
2019 - 2019
Oak Ridge National Laboratory Oak Ridge, TN, US
HERE Intern
Human Dynamics Group
2018 - 2019
William & Mary Williamsburg, Virginia, US
Data Science Consultant
Data Science Department
2018 - 2018
ORISE Undergraduate Intern at ORNL Oak Ridge, Tennessee , US
SULI
Geographic Information Science and Technology Group
Education
Updated: August 19th, 2024 00:18
2019 - 2024
NC State University Raleigh, NC, US
PhD
Geospatial Analytics
2015 - 2019
College of William & Mary Williamsburg, Virginia, US
BS in Data Science and GIS (Interdisciplinary Studies)
Data Science
Funding History
Funding history based on the linked ORCID record. Updated: October 24th, 2019 10:13
award
June 1 - August 1, 2018
Temporal Changes in Heterogeneity and Scale of Sustainable Development in South African Cities
Oak Ridge National Laboratory
award
March 1 - August 1, 2018
South Africa: Drought & Vulnerability
College of William and Mary
award
June 1 - July 1, 2017
Study Abroad in Israel
Judaic Studies Department at William & Mary
award
August 1, 2016
Expressing Solitary Observation of Nature Through Painting
College of William and Mary
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