Natalie Nelson

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Assistant Professor

North Carolina State University

United States

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About

Natalie Nelson is an Assistant Professor at North Carolina State University, USA. Her research interests focus on environmental monitoring and management, with recent articles exploring topics such as yield forecasting using remote sensing, nutrient monitoring in vulnerable areas, and modeling sediment dynamics. She also investigates the impacts of environmental factors on microbial contaminants and nutrient management in surface waters, particularly in agriculturally intensive regions.

Recent Grants

Grant: Close

Development and Implementation of a Volunteer Wetland Monitoring Program in North Carolina

Open Date: 2019-10-01

Close Date: 2021-09-01

Grant: Close

FACT: Developing Data-to-Decision Pipelines for Agroecosystem Management through High-performance Computing and Big Data Analytics

Open Date: 2019-08-01

Close Date: 2023-07-01

Grant: Close

FACT: Pigs, Poultry, the Planet, and Data-Driven Problem Solving (P4)

Open Date: 2019-02-01

Close Date: 2024-02-01

Grant: Close

RAPID: Collaborative Research: Assessing chemical and microbiological contamination in environmental waters in Eastern North Carolina after Hurricane Florence

Open Date: 2018-12-01

Close Date: 2019-11-30

Grant: Close

RAPID: Coastal consequences of engineered water control systems: the role of freshwater discharges in Florida's ongoing harmful algal bloom crises

Open Date: 2018-09-15

Close Date: 2020-02-29

Articles (20)

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Nathan Slaton

Professor/Adminstration

Division of Agriculture, University of Arkansas System

UNITED STATES

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Cranos Williams

Goodnight Distinguished Professor of Agricultural Analytics

North Carolina State University

UNITED STATES

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Natalie Nelson

Research Interests

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About

Recent Grants

Articles (20)

In-season yield forecasting using multitemporal remote sensing environmental observations and machine learning: Applications for sweetpotato in North Carolina, USA

Surface waters in socially vulnerable areas are disproportionately under-monitored for nutrients in the US South Atlantic-Gulf region

Effective Nutrient Management of Surface Waters in the United States Requires Expanded Water Quality Monitoring in Agriculturally Intensive Areas

Spatiotemporal Dynamics and Drivers of Microbial Contaminants in Hurricane Florence Floodwaters

Forecasting interannual abundance of Helicoverpa zea (Lepidoptera: Noctuidae)

Quantifying Summer Internal Phosphorus Loading in Large Lakes across the United States

Simulating fluvial sediment pulses using remote sensing and machine learning: Development of a modeling framework applicable to data rich and scarce regions

Day-ahead statistical forecasting of algal bloom risk to support reservoir release decisions in a highly engineered watershed

Relationships between soil test phosphorus and county‐level agricultural surplus phosphorus

Tryptophan-Like Fluorescence for Monitoring Fecal Contamination in a Marsh-Dominated Estuary

Machine learning approach for modeling daily pluvial flood dynamics in agricultural landscapes

Vulnerability of Estuarine Systems in the Contiguous United States to Water Quality Change Under Future Climate and Land‐Use

Can a simple water quality model effectively estimate runoff-driven nutrient loads to estuarine systems? A national-scale comparison of STEPLgrid and SPARROW

Ten simple rules for researchers who want to develop web apps

Estimating the Influence of Oyster Reef Chains on Freshwater Detention at the Estuary Scale Using Landsat-8 Imagery

Hazardous Spills at Retired Fertilizer Manufacturing Plants Will Continue to Occur in the Absence of Scientific Innovation and Regulatory Enforcement

Geospatial distribution of hypoxia associated with a Karenia brevis bloom

Determination of vadose zone and saturated zone nitrate lag times using long-term groundwater monitoring data and statistical machine learning

Computer vision approach to characterize size and shape phenotypes of horticultural crops using high-throughput imagery

Search for Campylobacter reveals high prevalence and pronounced genetic diversity of Arcobacter butzleri in floodwater samples associated with Hurricane Florence, North Carolina, USA

Collaborators (14)

Emine Fidan

Daniela Gonzales

Sierra Young

Ryan Emanuel

Michael Kudenov

David Kaplan

Christopher Osburn

Angela Harris

Anders Huseth

Stephanie Kulesza

Khara Grieger

Maude Cuchiara

Nathan Slaton

Cranos Williams

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