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February 22, 2026Land Economics0 citations

Valuing Offshore Habitat to Recreational Anglers Using Cellphone Location Data

MAMona AhmadianiRWRichard T. Woodward

Key Points

  • The aim is to quantify the nonmarket value of offshore habitats to recreational anglers using location data.
  • Utilized a Random Utility Model to assess site choices
  • Applied cellphone location data and machine learning for trip identification
  • Focused on recreational fishing in the Western Gulf of Mexico from 2019 to 2022
  • Integrated Automatic Identification System data to enhance accuracy
  • Anglers showed preference for fishing locations farther offshore
  • Operational and reefed energy platforms provided significant economic value
  • Other artificial reefs exhibited smaller, variable benefits across locations

Abstract

Abstract Offshore structures, including operational and reefed energy platforms, strengthen marine habitats and generate economic value, motivating interest in quantifying their net benefits. We combine a Random Utility Model with Murdock9s (2006) site-choice approach to estimate the nonmarket value of offshore structures to recreational anglers in the Western Gulf of Mexicoi (2019-2022). Recreational fishing trips are identified in cellphone location data using a machine learning classifier trained on Automatic Identification System data. Location choices indicate that anglers value destinations farther offshore, particularly those with operating and reefed energy platforms, while other artificial reefs generate smaller and spatially variable benefits.

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Cite This Study

Ahmadiani et al. (2026) studied this question.

synapsesocial.com/papers/699a9d3c482488d673cd3091https://doi.org/10.3368/le.102.3.123025-0107
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