Evaluation of airborne video data for land-cover classification accuracy assessment in an isolated Brazilian forest

Journal Article · Fri Apr 01 04:00:00 EST 1994 · Remote Sensing of Environment; (United States)

DOI:https://doi.org/10.1016/0034-4257(94)90114-7· OSTI ID:7026983

Marsh, S E; Walsh, J L ^[1]; Sobrevila, C

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1. Univ. of Arizona, Tucson, AZ (United States). Arizona Remote Sensing Center

This research was designed to evaluate the operational utility of airborne bispectral video data for reconnaissance assessment of land-cover variability and to document the viability of the video data for classification accuracy assessment. There are distinct logistical advantages utilizing airborne video data in isolated and environmentally sensitive regions where there is limited preexisting aerial photography and poor infrastructure and where ground accessibility is difficult and expensive. In a study of land-cover characteristic in Mato Grosso, Brazil, video data provided important insights into the variability and transitions in land-cover that could be used to identify targets for field work and training areas for subsequent satellite image (Landsat TM) classifications. Comparisons of Landsat TM classification accuracy assessments derived from the airborne video and standard color photography revealed that comparable results can be achieved at a high statistical level of significance (0.01). These results demonstrated that the video data can provide information for accuracy assessments equivalent to more standard photographic point-sample data acquisition missions with the added benefit of easily acquiring far more data. Results of the supervised Landsat TM classification coupled with a topographic model produced an overall accuracy of 68% with a Kappa coefficient of 0.60, based upon a priori classes identified through evaluation of the airborne data and a site visit.

• OSTI ID: 7026983
• Journal Information: Remote Sensing of Environment; (United States), Journal Name: Remote Sensing of Environment; (United States) Vol. 48:1; ISSN RSEEA7; ISSN 0034-4257
• Country of Publication: United States
• Language: English

Related Subjects

54 ENVIRONMENTAL SCIENCES
540210* -- Environment
Terrestrial-- Basic Studies-- (1990-)
ACCURACY
BRAZIL
DATA ANALYSIS
DEVELOPING COUNTRIES
FORESTS
LANDSAT SATELLITES
LATIN AMERICA
REMOTE SENSING
SATELLITES
SOUTH AMERICA