Climate-Induced Northerly Expansion of Siberian Silkmoth Range
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Data
2.3. Image Analysis
3. Results and Discussion
3.1. Siberian Silkmoth Outbreak Chronology in Central Siberia
3.2. Outbreak Relevance to Relief Features
3.3. Pest Outbreak and Climate Variables
3.4. Northern Boundary of Siberian Silkmoth Range
4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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N | Dataset Name | Data Source | Spatial Resolution | Time Coverage | Variables Used |
---|---|---|---|---|---|
1 | Taseevo meteo station | http://meteo.ru | Point | 1988–2016 | Temperature, precipitation (distance from outbreak ~50 km) |
2 | Yeniseisk meteo station | http://climexp.knmi.nl | Point | 1871–2016 | Temperature, precipitation (distance from outbreak ~90 km) |
3 | CRU TS 3.23 | https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_3.23 | 0.5° × 0.5° | 1901–2014 | Temperature, precipitation |
4 | GHCN CAMS | https://www.esrl.noaa.gov/psd/data/gridded/data.ghcncams.html | 0.5° × 0.5° | 1948–2016 | Temperature |
5 | GPCC | https://www.esrl.noaa.gov/psd/data/gridded/data.gpcc.html | 0.5° × 0.5° | 2013–2016 | Precipitation |
6 | MERRA2 M2SDNXSLV.5.12.4 | ftp://goldsmr4.sci.gsfc.nasa.gov//data/s4pa/MERRA2_MONTHLY | 0.5° × 0.625° | 1980–2016 | Daily temperature Top soil (0–2 cm) moisture |
7 | SPEI | http://sac.csic.es/spei | 0.5° × 0.5° | 1950–2016 | Drought index |
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Kharuk, V.I.; Im, S.T.; Ranson, K.J.; Yagunov, M.N. Climate-Induced Northerly Expansion of Siberian Silkmoth Range. Forests 2017, 8, 301. https://doi.org/10.3390/f8080301
Kharuk VI, Im ST, Ranson KJ, Yagunov MN. Climate-Induced Northerly Expansion of Siberian Silkmoth Range. Forests. 2017; 8(8):301. https://doi.org/10.3390/f8080301
Chicago/Turabian StyleKharuk, Viacheslav I., Sergei T. Im, Kenneth J. Ranson, and Mikhail N. Yagunov. 2017. "Climate-Induced Northerly Expansion of Siberian Silkmoth Range" Forests 8, no. 8: 301. https://doi.org/10.3390/f8080301