[vc_row][vc_column column_width_percent=”100″ position_vertical=”middle” align_horizontal=”align_center” overlay_alpha=”50″ gutter_size=”3″ medium_width=”0″ mobile_width=”0″ shift_x=”0″ shift_y=”0″ shift_y_down=”0″ z_index=”0″ width=”1/1″][vc_custom_heading heading_semantic=”h1″ text_size=”h1″ separator=”yes” separator_color=”yes”]

Plant Species Recognition

[/vc_custom_heading][/vc_column][/vc_row][vc_row][vc_column width=”1/2″][vc_column_text]HANA Resources, Inc. (HANA) uses the latest unmanned aerial vehicle (UAV) technology to provide our clients with an efficient and cost-effective means of obtaining accurate, ultra-high resolution aerial surveys. We capture multispectral imagery which allows highly detailed and accurate mapping and monitoring of the environment.

HANA is an industry leader in utilizing remote sensing to detect changes in vegetation on a habitat landscape scale. Our patented (U.S. Patent No. 9,984,455) and proprietary technology utilizes deep learning models and computer vision to conduct Plant Species Recognition, which allows us to map and determine density of individual plant species and native and/or invasive plant species. Results have been verified through ground-truthing and statistical measures.

HANA offers a range of geospatial services that help our clients with the collection, analysis, presentation and storage of their valuable spatial data. We utilize RGB, thermal, and radiometric data sources and undertake complex spatial data analysis and modeling tasks. Monitoring data is presented in easy to interpret reports that assist environmental managers to make timely, informed decisions, while ensuring environmental compliance.[/vc_column_text][/vc_column][vc_column width=”1/2″][vc_single_image media=”74757″ media_width_percent=”100″][/vc_column][/vc_row]