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DOI | 10.1016/j.rse.2019.111558 |
Transitioning from change detection to monitoring with remote sensing: A paradigm shift | |
Woodcock C.E.; Loveland T.R.; Herold M.; Bauer M.E. | |
发表日期 | 2020 |
ISSN | 00344257 |
卷号 | 238 |
英文摘要 | The use of time series analysis with moderate resolution satellite imagery is increasingly common, particularly since the advent of freely available Landsat data. Dense time series analysis is providing new information on the timing of landscape changes, as well as improving the quality and accuracy of information being derived from remote sensing. Perhaps most importantly, time series analysis is expanding the kinds of land surface change that can be monitored using remote sensing. In particular, more subtle changes in ecosystem health and condition and related to land use dynamics are being monitored. The result is a paradigm shift away from change detection, typically using two points in time, to monitoring, or an attempt to track change continuously in time. This trend holds many benefits, including the promise of near real-time monitoring. Anticipated future trends include more use of multiple sensors in monitoring activities, increased focus on the temporal accuracy of results, applications over larger areas and operational usage of time series analysis. © 2019 |
英文关键词 | Change detection and monitoring; Future trends; Paradigm shift; Time series analysis |
语种 | 英语 |
scopus关键词 | Ecosystems; Harmonic analysis; Land use; Quality control; Remote sensing; Satellite imagery; Accuracy of information; Change detection; Future trends; Land surface change; Moderate resolution; Monitoring activities; Near-real-time monitoring; Paradigm shifts; Time series analysis; accuracy assessment; detection method; ecosystem health; future prospect; land surface; land use change; Landsat; paradigm shift; remote sensing; satellite imagery; time series analysis |
来源期刊 | Remote Sensing of Environment
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/179474 |
作者单位 | Dept. of Earth and Environment, Boston University, Boston, MA 02215, United States; U.S. Geological Survey Earth Resources Observation and Science (EROS) Center, Sioux Falls, SD 57198, United States; Dept. of Environmental Science, Wageningen University & Research, Wageningen, Netherlands; Dept. of Forest Resources, University of Minnesota, St. Paul, MN 55108, United States |
推荐引用方式 GB/T 7714 | Woodcock C.E.,Loveland T.R.,Herold M.,et al. Transitioning from change detection to monitoring with remote sensing: A paradigm shift[J],2020,238. |
APA | Woodcock C.E.,Loveland T.R.,Herold M.,&Bauer M.E..(2020).Transitioning from change detection to monitoring with remote sensing: A paradigm shift.Remote Sensing of Environment,238. |
MLA | Woodcock C.E.,et al."Transitioning from change detection to monitoring with remote sensing: A paradigm shift".Remote Sensing of Environment 238(2020). |
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