{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481904","patent":{"patent_number":"US-11481904","title":"Automated determination of tree inventories in ecological regions using probabilistic analysis of overhead images","assignee":null,"inventors":[],"filing_date":"2022-01-04T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06T","G06V","G06Q","G06Q","G06T","G06V","G06V","G06V","G06V","G06T","G06T"],"num_claims":22,"abstract":"Techniques are described for automated operations to determine tree inventory information for an area of land using visual data of overhead image(s), such as by using a trained prediction model specific to an ecological region to which the land area belongs as part of probabilistically determining multiple types of information about trees in that land area, and for subsequently using the determined tree inventory information in one or more manners (e.g., to improve management of trees in that land area). The images may, for example, include spectral satellite images that include at least visible light data for an area of land, and the determined tree inventory information may include information about the trees present on the land area, such as, for example, predictions of particular tree species, quantities of each of the tree species, sizes of the trees, etc."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automated determination of tree inventories in ecological regions using probabilistic analysis of overhead images","description":"Techniques are described for automated operations to determine tree inventory information for an area of land using visual data of overhead image(s), such as by using a trained prediction model specif","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481904","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11481904","citation_suggestion":"Patentable. \"Automated determination of tree inventories in ecological regions using probabilistic analysis of overhead images\" (US-11481904). https://patentable.app/patents/US-11481904","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481904","json":"https://patentable.app/api/llm-context/US-11481904","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:30:28.825Z"}