Anitra Conover

Agriculture
Risk
Finance

Build resilient agriculture with spatial data

About

As a Geographic Information Science (GIS) professional, I use maps to observe trends and inform decisions. Extreme weather is increasingly threatening the U.S. food system, and I am passionate about leveraging spatial data to help farms build resilience and adapt to emerging risks.

My work in the food and agriculture sector has spanned across roles in academia, city government, and non-government organizations. In both technical roles and policy roles, I have led grant writing, program evaluation, facilitation, mediation, as well as project management.

My work in food and agriculture is what drives my interest in GIS and spatial data analysis. I started my career working in food security and eventually chose to focus on resilient agriculture because of its key role in the long-term fight against hunger. After working in federal ag policy for several years, spatial data’s crucial role in risk assessment and resilience-building became clear.

I am currently pursuing a Master’s of GIS at University of Minnesota Twin Cities. Within GIS, I am particularly interested in spatio-temporal modelling, data manipulation, spatial data standards/infrastructure, spatial statistics, remote sensing, and spatial data uncertainty. Using my GIS skillsets, I hope to answer two questions essential to scaling profitable, resilient agriculture:

🌱 How can earth observation and remote sensing better evaluate agricultural risk and therefore improve farm finance tools for resilient agricultural practices?

🌱 How can revisions to existing spatial data infrastructure better support profitable, disaster-resilient agriculture?

To read more about my previous roles and experience, you can download my current resume or my CV.

Skills & Tools

GIS & Spatial Analysis

ArcGIS Pro ArcGIS Online QGIS Spatial Database Design

Programming & Data

Python Shapely Folium Pandas & GeoPandas SQL Git & GitHub

Project Management

Team Management Program Evaluation Grant Writing Facilitation Coalition Building Relationship Management

Projects

Water & Irrigation

Aquifer Locator

Class Project • 2025

The closest water source to you may not actually be a lake or a river. It could be below ground in an aquifer! This subsurface water is held in water-bearing rock that transmits the water to springs and wells. Aquifers are essential sources of drinking water and irrigation water across the U.S. I developed this interactive notebook where the user enters the coordinates of a point within the U.S. and can see whether that point lies above an aquifer.

(Disclaimer: the USGS aquifer dataset I use as a reference source only covers the contiguous US, Puerto Rico, the U.S. Virgin Islands, and Hawaii. If you enter coordinates in another U.S. state or territory, it will not accurately inform you whether the point is located within an aquifer).

Python Shapely

Trail Planning & Access

North Country Trail Planning Map

Class Project • 2025

At the request of the North Country Trail Association (NCTA), I co-led a team of 16 GIS graduate students to design a route planning model that consolidated current trails, land ownership, easements, and environmental constraints into a single new proposed trail route for a portion of the North Country National Scenic Trail in Minnesota. We provided NCTA with a technical report, a KML file of proposed routes, a suitability map of the target region based on their criteria, a web application for downloading continuously updated parcel information along selected trails, a Standard Operating Procedure for trial mapping that allows NCTA to edit the route on a web app of their choice.

ArcGIS Online Team Management

Food Security

Thesis: Recommendations for Improving New American Food Security

Qualitative Research • 2022

Based on interviews with local service providers in Burlington, Vermont, I identified potential avenues for improving food security within America’s resettled refugee communities. The investigation aimed to bridge institutional knowledge gaps among service providers, food distributors, and case managers. I found that foraging and fishing programs were promising ways to address food insecurity amongst New Americans, and the need for malnutrition treatment in these communities was often overlooked. I presented this thesis at the Universities Fighting World Hunger Conference in 2022 and received the Commendation Prize from Effective Thesis' international jury of experts in 2022 for this research.

Program Evaluation

Certifications

🛰️ NASA: Open Science Essentials (In-Progress)
🌐 CITI Program: Human Subjects Research (2020)

Contact

anitra.conover@gmail.com

View my LinkedIn profile

Photos

Minnesota State Fair 2025

Agripulse 2024

Agripulse 2024

Agripulse 2024

Hill Visit 2023

Hill Visit 2023