2019
DOI: 10.3390/rs11161952
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Remote Sensing of Environmental Changes in Cold Regions: Methods, Achievements and Challenges

Abstract: Cold regions, including high-latitude and high-altitude landscapes, are experiencing profound environmental changes driven by global warming. With the advance of earth observation technology, remote sensing has become increasingly important for detecting, monitoring, and understanding environmental changes over vast and remote regions. This paper provides an overview of recent achievements, challenges, and opportunities for land remote sensing of cold regions by (a) summarizing the physical principles and meth… Show more

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Cited by 38 publications
(23 citation statements)
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References 299 publications
(323 reference statements)
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“…Remote sensing addresses this difficulty by making spatially dense measurements over vast regions. Previous remote sensing studies have inferred permafrost extent from the instantaneous zero isotherm at the land surface or from changes in the dielectric marking the phase transition of liquid water to ice [8][9][10].…”
Section: Introductionmentioning
confidence: 99%
“…Remote sensing addresses this difficulty by making spatially dense measurements over vast regions. Previous remote sensing studies have inferred permafrost extent from the instantaneous zero isotherm at the land surface or from changes in the dielectric marking the phase transition of liquid water to ice [8][9][10].…”
Section: Introductionmentioning
confidence: 99%
“…The law of limiting factors [ 69 , 70 ] works well in stationary conditions. With the rapid change in limiting factors (such as air temperature or precipitation), forest ecosystems are in a transitional (non-stationary) state, in which some factors that are still not significant may come to the fore, and the end result may be determined by other limiting factors [ 71 , 72 ]. Increasing tree diversity is recommended as the best option for an uncertain future [ 73 ]; otherwise we may also lose valuable genetic pools [ 74 ].…”
Section: Resultsmentioning
confidence: 99%
“…The law of limiting factors (Liebig 1840, Shelford 1913 works well in stationary conditions. With a rapid change in limiting factors (such as air temperature or precipitation), forest ecosystems are in a transitional (nonstationary) state, in which some factors that were still not signi cant may come to the fore, and the end result may be determined by other limiting factors (Odum, 1971, Du et al, 2019.…”
Section: Let Us Try To Link the Obtained Counterintuitive Patterns Ofmentioning
confidence: 99%