Asian Surveying & Mapping
Breaking News
Esri India Achieves 1 Million Users Milestone
Esri India, the leading provider of Geographic Information System...
Bank Negara, Malaysian Space Agency to bolster financial management ecosystem via space technology
KUALA LUMPUR: Bank Negara Malaysia has partnered with the...
Nepal’s president advisor resigns after criticising inclusion of Indian areas in map on new currency
The economic advisor to Nepal’s president on Sunday (May...
TASA to launch six satellites from 2026
The Taiwan Space Agency (TASA) yesterday said it plans...
Japan to provide flood risk maps for four South-East Asian countries – Indonesia, Vietnam, Thailand and Cambodia
JAKARTA/TOKYO: Japan plans to start providing flood risk maps...
Ecolab and ITE partners to harness water management knowledge for Singapore data center engineers
SINGAPORE, 29 APRIL 2024 – Nalco Water, an Ecolab...
NASA releases satellite photos of Dubai and Abu Dhabi before and after record flooding
NASA released photos of parts of Dubai and Abu...
Singapore releases 10-year Geospatial Master Plan
Singapore has launched its new Geospatial Master Plan (2024–33),...
Japan announces plans to launch upgraded observation satellites on new flagship rocket’s 3rd flight
TOKYO (AP) — Japan’s space agency announced Friday a...
Tesla China partners with Baidu for maps to clear FSD hurdle
Amidst Elon Musk’s unannounced trip to Beijing, China this...

December 21st, 2022
USGS Recognizes Sanborn Expertise in AI/ML for Natural Resource Mapping

COLORADO SPRINGS, Colo.-The Defense Advanced Research Projects Agency (DARPA) and the US Geological Survey (USGS) are exploring the use of artificial intelligence and machine learning (AI/ML) tools for critical minerals assessments.

In order to solicit innovative solutions, DARPA collaborated with USGS, MITRE, and NASA’s Jet Propulsion Laboratory on an industry competition: The USGS Map Georeferencing Challenge and the Feature Extraction Challenge of the Artificial Intelligence for Critical Mineral Assessment.

At the virtual awards ceremony for the competition held on December 7th, Sanborn earned fourth place and an Honorable Mention. Sanborn successfully demonstrated ways to automate the georeferencing of scanned and raster maps, as well as feature extraction. Starting with a set of 1,000 maps of unknown location and coordinate system, for example, the Sanborn Team, led by Becky Soltanian, VP of Research and Development, developed routines to scan, recognize text and features, and subsequently fit coordinate points referenced to known locations using a variety of tools in an automated process.

“We enjoyed participating in this competition,” said Soltanian, “It allowed the Sanborn Team to demonstrate our skills in applying AI/ML tools to develop an automated workflow, while helping address an important resource mapping challenge facing the federal government.”

“With the large volumes of imagery, lidar and other data available for analysis these days, helping our customers process data more efficiently with AI/ML tools is a key value-added service that Sanborn can provide,” said Soltanian.

Sanborn + AppGeo

The Sanborn Map Company (, founded in 1866, is a leading geospatial company at the forefront of technology innovation. With the acquisition of Applied Geographics (, Sanborn is now one of the nation’s premier providers of complete geospatial solutions.The breadth of Sanborn + AppGeo capabilities includes: aerial imagery and lidar data collection, advanced data processing and automation, secure data storage and streaming, geospatial IT technical consulting, GIS strategic planning, spatial data and mapping platform product licensing from leading vendors, and custom geospatial applications.



The Sanborn Map Company, Inc.
Jason Caldwell, Vice President of Business Development & Sales
(719) 593-0093
[email protected]