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Erschienen in: Environmental Earth Sciences 17/2018

01.09.2018 | Original Article

Use of the temperature–vegetation dryness index for remote sensing grassland moisture conditions in the vicinity of a lignite open-cast mine

verfasst von: Karol Przeździecki, Jarosław Zawadzki, Zygmunt Miatkowski

Erschienen in: Environmental Earth Sciences | Ausgabe 17/2018

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Abstract

Anthropogenic activities, especially resulting in changes in the water conditions, usually disturb biological and agricultural functions of grasslands, leading to their degradation, often on large areas. Remote sensing observations of such changes in grassland ecosystems evoke a great interest, but they are still a difficult task, especially when performed on industrial and mining areas. This paper presents a new effective method of remote sensing of grassland moisture conditions based on temperature–vegetation dryness index (TVDI) calculated from free Landsat imagery, and employing the TVDI spatial variability estimated from a semivariance analysis. The practical applicability of the method is demonstrated on the example of monitoring of the extensive neighborhood of lignite open-cast mine within a period of a few years. Besides, the developed method was validated at the studied area, using in situ information. Thus, we demonstrated that TVDI may serve as an effective indicator of grassland moisture conditions, even in problematic areas.

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Literatur
Zurück zum Zitat Badera J, Kocoń P (2014) Local community opinions regarding the socio-environmental aspects of lignite surface mining: experiences from central Poland. Energy Policy 66:507–516CrossRef Badera J, Kocoń P (2014) Local community opinions regarding the socio-environmental aspects of lignite surface mining: experiences from central Poland. Energy Policy 66:507–516CrossRef
Zurück zum Zitat Carlson TN, Gillies RR, Perry EM (1994) A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Rem Sens Rev 9:161–173CrossRef Carlson TN, Gillies RR, Perry EM (1994) A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Rem Sens Rev 9:161–173CrossRef
Zurück zum Zitat Chen S, Wen Z, Jiang H, Zhao Q, Zhang X, Chen Y (2015) Temperature vegetation dryness index estimation of soil moisture under different tree species. Sustainability 7:11401–11417CrossRef Chen S, Wen Z, Jiang H, Zhao Q, Zhang X, Chen Y (2015) Temperature vegetation dryness index estimation of soil moisture under different tree species. Sustainability 7:11401–11417CrossRef
Zurück zum Zitat European Environment Agency (2007) CLC2006 technical guidelines. Technical report No 17/2007. Copenhagen European Environment Agency (2007) CLC2006 technical guidelines. Technical report No 17/2007. Copenhagen
Zurück zum Zitat Irish RR, Barker JL, Goward SN, Arvidson T (2006) Characterization of the landsat-7ETM + automated cloud-cover assessment (ACCA) algorithm. Photogram Eng Rem Sens 72:1179–1188CrossRef Irish RR, Barker JL, Goward SN, Arvidson T (2006) Characterization of the landsat-7ETM + automated cloud-cover assessment (ACCA) algorithm. Photogram Eng Rem Sens 72:1179–1188CrossRef
Zurück zum Zitat Journel AG, Huibregts CJ (1978) Mining geostatistics. Academic Press, London Journel AG, Huibregts CJ (1978) Mining geostatistics. Academic Press, London
Zurück zum Zitat Kędzior M, Zawadzki J (2016) Comparative study of soil moisture estimations from SMOS satellite mission, GLDAS database, and cosmic-ray neutrons measurements at COSMOS station in Eastern Poland. Geoderma 283:21–31CrossRef Kędzior M, Zawadzki J (2016) Comparative study of soil moisture estimations from SMOS satellite mission, GLDAS database, and cosmic-ray neutrons measurements at COSMOS station in Eastern Poland. Geoderma 283:21–31CrossRef
Zurück zum Zitat Li XB, Wang H, Long HL, Wei DD, Bao Y (2012) A model for the estimation of fractional vegetation cover based on the relationship between vegetation and soil moisture. Int J Rem Sens 33:3580–3595CrossRef Li XB, Wang H, Long HL, Wei DD, Bao Y (2012) A model for the estimation of fractional vegetation cover based on the relationship between vegetation and soil moisture. Int J Rem Sens 33:3580–3595CrossRef
Zurück zum Zitat Liu Y, Wu L, Yue H (2015) Biparabolic NDVI-Ts space and soil moisture remote sensing in an arid and semi-arid area. Can J Rem Sens 41:159–169CrossRef Liu Y, Wu L, Yue H (2015) Biparabolic NDVI-Ts space and soil moisture remote sensing in an arid and semi-arid area. Can J Rem Sens 41:159–169CrossRef
Zurück zum Zitat Moran M, Clarke T, Inoue Y, Vidal A (1994) Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index. Rem Sens Environ 49:246–263CrossRef Moran M, Clarke T, Inoue Y, Vidal A (1994) Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index. Rem Sens Environ 49:246–263CrossRef
Zurück zum Zitat Ochsner TE, Cosh MH, Cuenca RH, Dorigo WA, Draper CS, Hagimoto Y, Kerr YH, Larson KM, Njoku EG, Small EE, Zreda M (2013) State of the art in large-scale soil moisture monitoring. Soil Sci Soc Am J 77:1888–1919CrossRef Ochsner TE, Cosh MH, Cuenca RH, Dorigo WA, Draper CS, Hagimoto Y, Kerr YH, Larson KM, Njoku EG, Small EE, Zreda M (2013) State of the art in large-scale soil moisture monitoring. Soil Sci Soc Am J 77:1888–1919CrossRef
Zurück zum Zitat Petropoulos G, Carlson TN, Wooster MJ, Islam. S (2009) A review of Ts/VI remote sensing based methods for the retrieval of land surface energy fluxes and soil surface moisture. Prog Phys Geogr 33(2):224–250CrossRef Petropoulos G, Carlson TN, Wooster MJ, Islam. S (2009) A review of Ts/VI remote sensing based methods for the retrieval of land surface energy fluxes and soil surface moisture. Prog Phys Geogr 33(2):224–250CrossRef
Zurück zum Zitat Sandholt I, Rasmussen K, Andersen J (2002) A simple interpretation of the surface temperature/vegetation index space for assessment of soil moisture status. Rem Sens Environ 79:213–224CrossRef Sandholt I, Rasmussen K, Andersen J (2002) A simple interpretation of the surface temperature/vegetation index space for assessment of soil moisture status. Rem Sens Environ 79:213–224CrossRef
Zurück zum Zitat Tetryuk LV (2000) Experience in using ecological phytoindication scales for revealing unfavorable factors at the boundary of species distribution. Rus J Ecol 31:251–255CrossRef Tetryuk LV (2000) Experience in using ecological phytoindication scales for revealing unfavorable factors at the boundary of species distribution. Rus J Ecol 31:251–255CrossRef
Zurück zum Zitat Wada Y, van Beek LPH, van Kempen CM, Reckman JWTM, Vasak S, Bierkens MFP (2010) Global depletion of groundwater resources. Geophys Res Lett 37:1–5CrossRef Wada Y, van Beek LPH, van Kempen CM, Reckman JWTM, Vasak S, Bierkens MFP (2010) Global depletion of groundwater resources. Geophys Res Lett 37:1–5CrossRef
Zurück zum Zitat Zawadzki J, Cieszewski CJ, Zasada M (2005) Applying geostatistics for investigations of forest ecosystems using remote sensing imagery. Silva Fennica 39(4):599–617CrossRef Zawadzki J, Cieszewski CJ, Zasada M (2005) Applying geostatistics for investigations of forest ecosystems using remote sensing imagery. Silva Fennica 39(4):599–617CrossRef
Zurück zum Zitat Zawadzki J, Przeździecki K, Miatkowski Z (2016) Determining the area of influence of depression cone in the vicinity of lignite mine by mean of triangle method and LANDSAT TM/ETM + satellite images. J Environ Manag 166:605–614CrossRef Zawadzki J, Przeździecki K, Miatkowski Z (2016) Determining the area of influence of depression cone in the vicinity of lignite mine by mean of triangle method and LANDSAT TM/ETM + satellite images. J Environ Manag 166:605–614CrossRef
Metadaten
Titel
Use of the temperature–vegetation dryness index for remote sensing grassland moisture conditions in the vicinity of a lignite open-cast mine
verfasst von
Karol Przeździecki
Jarosław Zawadzki
Zygmunt Miatkowski
Publikationsdatum
01.09.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 17/2018
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-018-7815-6

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