GeoAI in the US Geological Survey for topographic mapping

被引：5

作者：

Usery, E. Lynn ^{[1
]}

Arundel, Samantha T. ^{[1
]}

Shavers, Ethan ^{[1
]}

Stanislawski, Lawrence ^{[1
]}

Thiem, Philip ^{[1
]}

Varanka, Dalia ^{[1
]}

机构：

[1] US Geol Survey, Ctr Excellence Geospatial Informat Sci, Rolla, MO 65401 USA

来源：

TRANSACTIONS IN GIS | 2022年 / 26卷 / 01期

关键词：

EXTRACTION; RESOLUTION; CYBERGIS; NET; PERFORMANCE; PATTERNS; MODELS; FLOOD; GIS;

D O I：

10.1111/tgis.12830

中图分类号：

P9 [自然地理学]; K9 [地理];

学科分类号：

0705 ; 070501 ;

摘要：

Geospatial artificial intelligence (GeoAI) can be defined broadly as the application of artificial intelligence methods and techniques to geospatial data, processes, models, and applications. The application of these methods to topographic data and phenomena is a focus of research in the US Geological Survey (USGS). Specifically, the USGS has researched and developed applications in terrain feature extraction, hydrographic network extraction, and semantic modeling. This article is a documentation of the recent work and current state of research and development. The article helps define the accomplishments and directions of research and applications in fields of GeoAI for topographic mapping within the USGS and more broadly.

引用

页码：25 / 40

页数：16

共 50 条

[21] US GEOLOGICAL SURVEY RESEARCH 1965
不详
ECONOMIC GEOLOGY, 1966, 61 (02) : 423 - &
[22] PROGRESS OF ALASKAN TOPOGRAPHIC SURVEYS (BY THE UNITED STATES GEOLOGICAL SURVEY)
Sargent, R. H.
BULLETIN OF THE AMERICAN GEOGRAPHICAL SOCIETY OF NEW YORK, 1912, 44 (07): : 481 - 492
[23] A method for mapping corn using the US Geological Survey 1992 National Land Cover Dataset
Maxwell, SK
Nuckols, JR
Ward, MH
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2006, 51 (1-2) : 54 - 65
[24] Standardization of mapping practices in the British Geological Survey
Allen, PM
COMPUTERS & GEOSCIENCES, 1997, 23 (06) : 609 - 612
[25] Standardization of mapping practices in the British geological survey
British Geological Survey, Nicker Hill, Keyworth, Nottingham NG12 5GG, United Kingdom
Comput. Geosci., 6 (609-612):
[26] In the critical zone: Geography at the US Geological Survey
Graf, WL
PROFESSIONAL GEOGRAPHER, 2004, 56 (01): : 100 - 108
[27] PERCEPTIONS OF THE NEW DIRECTOR OF THE US GEOLOGICAL SURVEY
RADHAKRISHNA, BP
JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA, 1995, 45 (03) : 249 - 250
[28] GEOGRAPHIC APPLICATIONS PROGRAM OF US GEOLOGICAL SURVEY
GERLACH, AC
PHOTOGRAMMETRIC ENGINEERING, 1969, 35 (01): : 58 - &
[29] US GEOLOGICAL SURVEY RADIOCARBON DATES 10
MARSTERS, B
SPIKER, E
RUBIN, M
RADIOCARBON, 1969, 11 (01) : 210 - &
[30] Recent scientific publishing by the US Geological Survey
Duff, B
COSTS AND VALUES OF GEOSCIENCE INFORMATION, 1998, 28 : 15 - 17

← 1 2 3 4 5 →