{"id":9542,"date":"2026-07-27T22:28:14","date_gmt":"2026-07-27T22:28:14","guid":{"rendered":"https:\/\/digital-desert.com\/blog\/?p=9542"},"modified":"2026-07-27T23:42:40","modified_gmt":"2026-07-27T23:42:40","slug":"usgs-nps-blm-use-of-ai","status":"publish","type":"post","link":"https:\/\/digital-desert.com\/blog\/usgs-nps-blm-use-of-ai\/","title":{"rendered":"USGS, NPS & BLM use of Ai"},"content":{"rendered":"\n

All three use AI, though mostly as a tool to process large amounts of scientific or operational data\u2014not as a substitute for professional judgment.<\/p>\n\n\n\n

Agency<\/th>Documented uses<\/th><\/tr><\/thead>
USGS<\/td>Machine learning for terrain and landscape mapping, contaminant and harmful-algal-bloom monitoring, streamflow estimates in ungaged rivers, Landsat telemetry and anomaly analysis, and searching or synthesizing scientific publications. USGS overview<\/a><\/td><\/tr>
National Park Service<\/td>Identifying birds from sound recordings, processing wildlife-camera and drone imagery, modeling visitor use, and limited interpretive\/archival work such as clearly labeled machine-colorized historic photographs. NPS BirdNET example<\/a><\/td><\/tr>
BLM<\/td>Most visibly, AI-assisted camera networks that flag smoke and new ignitions, helping dispatchers respond more quickly to wildfire. BLM Nevada fire-camera example<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Because USGS, NPS, and BLM are all within the Department of the Interior, they operate under Interior-wide AI policy. The Department says AI must be used responsibly and securely, with risk management and human oversight. Interior AI program<\/a><\/p>\n\n\n\n

USGS is especially clear on scientific use: generative AI tools must be approved, and any AI contribution to a scientific product must be documented, checked for accuracy, and meet standards for reproducibility and scientific integrity. USGS AI-use requirements<\/a><\/p>\n\n\n\n

The important distinction is this: using AI to help find a bird call, detect smoke, classify satellite pixels, or search thousands of studies is not the same as allowing AI to determine a land-use decision, publish unverified history, or replace a biologist, historian, ranger, or public review process.<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

All three use AI, though mostly as a tool to process large amounts of scientific or operational data\u2014not as a substitute for professional judgment. Agency Documented uses USGS Machine learning for terrain and landscape mapping, contaminant and harmful-algal-bloom monitoring, streamflow estimates in ungaged rivers, Landsat telemetry and anomaly analysis, and searching or synthesizing scientific publications. … Continue reading “USGS, NPS & BLM use of Ai”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1651,215],"tags":[3272,3274,3275,3049,3277,3273,3271,2514,3278,3270,3276],"class_list":["post-9542","post","type-post","status-publish","format-standard","hentry","category-ai","category-articles","tag-bureau-of-land-management-ai","tag-department-of-the-interior-artificial-intelligence","tag-environmental-monitoring","tag-land-management","tag-landsat","tag-machine-learning","tag-national-park-service-ai","tag-public-lands","tag-scientific-integrity","tag-usgs-artificial-intelligence","tag-wildfire-detection"],"_links":{"self":[{"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/posts\/9542","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/comments?post=9542"}],"version-history":[{"count":4,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/posts\/9542\/revisions"}],"predecessor-version":[{"id":9546,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/posts\/9542\/revisions\/9546"}],"wp:attachment":[{"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/media?parent=9542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/categories?post=9542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digital-desert.com\/blog\/wp-json\/wp\/v2\/tags?post=9542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}