메뉴 건너뛰기




Volumn 6, Issue 6, 2014, Pages 5368-5386

Remote sensing estimates of grassland aboveground biomass based on MODIS Net Primary Productivity (NPP): A case study in the Xilingol grassland of northern China

Author keywords

Aboveground biomass; Grassland; MOD17A2; Remote sensing; Xilingol

Indexed keywords

ECOSYSTEMS; LANDFORMS; RADIOMETERS; REGRESSION ANALYSIS; REMOTE SENSING; SURVEYS;

EID: 84986882851     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6065368     Document Type: Article
Times cited : (110)

References (43)
  • 2
    • 77954266036 scopus 로고    scopus 로고
    • Calculation of grass production and balance of livestock carrying capacity in rangeland region of Northeast China
    • Xu, B.; Yang, X.C. Calculation of grass production and balance of livestock carrying capacity in rangeland region of Northeast China. Geogr. Res. 2009, 28, 402-408.
    • (2009) Geogr. Res , vol.28 , pp. 402-408
    • Xu, B.1    Yang, X.C.2
  • 3
    • 0043174177 scopus 로고    scopus 로고
    • Implications and estimations of four terrestrial productivity parameters
    • Fang, J.Y.; Ke, J.H.; Tang, Z.R.; Chen, A.P. Implications and estimations of four terrestrial productivity parameters. Acta Phytoecol. Sin. 2001, 25, 414-419.
    • (2001) Acta Phytoecol. Sin , vol.25 , pp. 414-419
    • Fang, J.Y.1    Ke, J.H.2    Tang, Z.R.3    Chen, A.P.4
  • 4
    • 19544364000 scopus 로고    scopus 로고
    • The effects of climate changes on the productivity in the Inner Mongolia steppe of China
    • Li, Z.Q.; Liu, Z.G.; Chen, Z.Z.; Yang, Z.G. The effects of climate changes on the productivity in the Inner Mongolia steppe of China. Acta Pratacult. Sin. 2003, 12, 4-10.
    • (2003) Acta Pratacult. Sin , vol.12 , pp. 4-10
    • Li, Z.Q.1    Liu, Z.G.2    Chen, Z.Z.3    Yang, Z.G.4
  • 5
    • 84871632269 scopus 로고    scopus 로고
    • Influence of climate change on potential climate productivity in grassland of Central Inner Mongolia
    • Gao, H.; Pan, X.B.; Fu, Y. Influence of climate change on potential climate productivity in grassland of Central Inner Mongolia. Chin. J. Agrometeorol. 2009, 30, 277-282.
    • (2009) Chin. J. Agrometeorol , vol.30 , pp. 277-282
    • Gao, H.1    Pan, X.B.2    Fu, Y.3
  • 6
    • 84901792207 scopus 로고    scopus 로고
    • Regional analysis of climate change in the east of Inner Mongolia and its potential productivity of grassland
    • Yang, Z.L.; Du, W.X.; Hou, Q.; Li, X.C.; Wang, B.C. Regional analysis of climate change in the east of Inner Mongolia and its potential productivity of grassland. Chin. J. Grassl. 2008, 30, 62-66.
    • (2008) Chin. J. Grassl , vol.30 , pp. 62-66
    • Yang, Z.L.1    Du, W.X.2    Hou, Q.3    Li, X.C.4    Wang, B.C.5
  • 7
    • 84890234437 scopus 로고    scopus 로고
    • Study on method of estimating net primary production of rangeland by remote sensing-A case study of Xilingol grassland
    • Liu, A.J.; Wang, J.J.; Han, J.G. Study on method of estimating net primary production of rangeland by remote sensing-A case study of Xilingol grassland. Chin. J. Grassl. 2007, 29, 31-38.
    • (2007) Chin. J. Grassl , vol.29 , pp. 31-38
    • Liu, A.J.1    Wang, J.J.2    Han, J.G.3
  • 9
    • 84864293620 scopus 로고    scopus 로고
    • Moderate grazing can promote aboveground primary production of grassland under water stress
    • Luo, G.P.; Han, Q.F.; Zhou, D.C.; Li, L.; Chen, X.; Li, Y.; Hu, Y.K.; Li, B.L. Moderate grazing can promote aboveground primary production of grassland under water stress. Ecol. Complex. 2012, 11, 126-136.
    • (2012) Ecol. Complex , vol.11 , pp. 126-136
    • Luo, G.P.1    Han, Q.F.2    Zhou, D.C.3    Li, L.4    Chen, X.5    Li, Y.6    Hu, Y.K.7    Li, B.L.8
  • 10
    • 0033589358 scopus 로고    scopus 로고
    • Satellite remote sensing of primary production: An improved production efficiency modeling approach
    • Goetz, S.J.; Prince, S.D.; Goward, S.N.; Thawley, M.M.; Small, J. Satellite remote sensing of primary production: An improved production efficiency modeling approach. Ecol. Model. 1999, 122, 239-255.
    • (1999) Ecol. Model , vol.122 , pp. 239-255
    • Goetz, S.J.1    Prince, S.D.2    Goward, S.N.3    Thawley, M.M.4    Small, J.5
  • 11
    • 79954427087 scopus 로고    scopus 로고
    • Grazing intensity monitoring in Northern China steppe: Integrating CENTURY model and MODIS data
    • Feng, X.M.; Zhao, Y.S. Grazing intensity monitoring in Northern China steppe: Integrating CENTURY model and MODIS data. Ecol. Indic. 2011, 11, 175-182.
    • (2011) Ecol. Indic , vol.11 , pp. 175-182
    • Feng, X.M.1    Zhao, Y.S.2
  • 12
    • 76149128550 scopus 로고    scopus 로고
    • Dynamics simulation of Net Primary Productivity by a satellite data-driven CASA model in Inner Mongolian typical steppe, China
    • Zhang, F.; Zhou, G.S.; Wang, Y.H. Dynamics simulation of Net Primary Productivity by a satellite data-driven CASA model in Inner Mongolian typical steppe, China. J. Plant Ecol. 2008, 32, 786-797.
    • (2008) J. Plant Ecol , vol.32 , pp. 786-797
    • Zhang, F.1    Zhou, G.S.2    Wang, Y.H.3
  • 13
    • 38849184631 scopus 로고    scopus 로고
    • Application of improved CASA model in productivity evaluation of grassland in Inner Mongolia
    • Li, G.; Xin, X.P.; Wang, D.L.; Shi, R.X. Application of improved CASA model in productivity evaluation of grassland in Inner Mongolia. Chin. J. Ecol. 2007, 26, 2100-2106.
    • (2007) Chin. J. Ecol , vol.26 , pp. 2100-2106
    • Li, G.1    Xin, X.P.2    Wang, D.L.3    Shi, R.X.4
  • 14
    • 84255164547 scopus 로고    scopus 로고
    • Research on a remote sensing-based net primary productivity model for semi-arid grassland
    • Liu, Y.; Zhao, Y.S.; Feng, X.M.; Liu, Z.H. Research on a remote sensing-based net primary productivity model for semi-arid grassland. J. Grad School Chin. Acad. Sci. 2006, 23, 620-627.
    • (2006) J. Grad School Chin. Acad. Sci , vol.23 , pp. 620-627
    • Liu, Y.1    Zhao, Y.S.2    Feng, X.M.3    Liu, Z.H.4
  • 15
    • 0000232264 scopus 로고    scopus 로고
    • TURC: A diagnostic model of continental gross primary productivity and net primary productivity
    • Ruimy, A.; Dedieu, G.; Saugier, B. TURC: A diagnostic model of continental gross primary productivity and net primary productivity. Glob. Biogeochem. Cycles 1996, 10, 269-285.
    • (1996) Glob. Biogeochem. Cycles , vol.10 , pp. 269-285
    • Ruimy, A.1    Dedieu, G.2    Saugier, B.3
  • 16
    • 0347604797 scopus 로고    scopus 로고
    • A remote sensing-based primary production model for grassland biomes
    • Seaquist, J.W.; Olsson, L.; Ardo, J. A remote sensing-based primary production model for grassland biomes. Ecol. Model. 2003, 169, 131-155.
    • (2003) Ecol. Model , vol.169 , pp. 131-155
    • Seaquist, J.W.1    Olsson, L.2    Ardo, J.3
  • 18
    • 70350486581 scopus 로고    scopus 로고
    • A review of current methodologies for regional evapotranspiration estimation from remotely sensed data
    • Li, Z.L.; Tang, R.L.; Wan, Z.M.; Bi, Y.Y.; Zhou, C.H.; Tang, B.H.; Yan, G.J.; Zhang, X.Y. A review of current methodologies for regional evapotranspiration estimation from remotely sensed data. Sensors 2009, 9, 3801-3853.
    • (2009) Sensors , vol.9 , pp. 3801-3853
    • Li, Z.L.1    Tang, R.L.2    Wan, Z.M.3    Bi, Y.Y.4    Zhou, C.H.5    Tang, B.H.6    Yan, G.J.7    Zhang, X.Y.8
  • 19
    • 33947492174 scopus 로고    scopus 로고
    • Research advances in the evaluation and estimation of grassland Net Primary Production
    • Zheng, L.Y.; Zhang, J.H. Research advances in the evaluation and estimation of grassland Net Primary Production. Trans CSAE 2007, 23, 279-285.
    • (2007) Trans CSAE , vol.23 , pp. 279-285
    • Zheng, L.Y.1    Zhang, J.H.2
  • 20
    • 33846448319 scopus 로고    scopus 로고
    • Spatial distribution of grassland biomass in China
    • Piao, S.L.; Fang, J.Y.; He, J.S.; Xiao, Y. Spatial distribution of grassland biomass in China. Acta Phytoecol. Sin. 2004, 28, 491-498.
    • (2004) Acta Phytoecol. Sin , vol.28 , pp. 491-498
    • Piao, S.L.1    Fang, J.Y.2    He, J.S.3    Xiao, Y.4
  • 21
    • 34248368513 scopus 로고    scopus 로고
    • Remote sensing monitoring upon the grass production in China
    • Xu, B.; Yang, X.C.; Tao, W.G.; Qin, Z.H.; Liu, H.Q.; Miao, J.M. Remote sensing monitoring upon the grass production in China. Acta Ecol. Sin. 2007, 27, 405-413.
    • (2007) Acta Ecol. Sin , vol.27 , pp. 405-413
    • Xu, B.1    Yang, X.C.2    Tao, W.G.3    Qin, Z.H.4    Liu, H.Q.5    Miao, J.M.6
  • 23
    • 84892666249 scopus 로고    scopus 로고
    • Spatio-temporal variation in vegetation biomass and its relationships with climate factors in the Xilingol grasslands, Northern China
    • Gao, T.; Yang, X.C.; Jin, Y.X.; Ma, H.L.; Li, J.Y.; Yu, H.D.; Yu, Q.Y.; Xiao, Z.; Xu, B. Spatio-temporal variation in vegetation biomass and its relationships with climate factors in the Xilingol grasslands, Northern China. PLoS One. 2013, 8, doi:10.1371/journal.pone.0083824.
    • (2013) PLoS One , vol.8
    • Gao, T.1    Yang, X.C.2    Jin, Y.X.3    Ma, H.L.4    Li, J.Y.5    Yu, H.D.6    Yu, Q.Y.7    Xiao, Z.8    Xu, B.9
  • 24
    • 84986913312 scopus 로고    scopus 로고
    • The Basic Characteristics of Chinese Grassland Types
    • 1st ed. China Science and Technology Press: Beijing, China. (In Chinese)
    • Department of Animal Husbandry and Veterinary. The Basic Characteristics of Chinese Grassland Types. In Rangeland Resources of China, 1st ed.; China Science and Technology Press: Beijing, China, 1996; pp. 175-208. (In Chinese)
    • (1996) Rangeland Resources of China , pp. 175-208
  • 25
    • 14744295403 scopus 로고    scopus 로고
    • Improvements of the MODIS terrestrial gross and net primary production global data set
    • Zhao, M.S.; Heinsch, F.A.; Nemani, R.R.; Running, S.W. Improvements of the MODIS terrestrial gross and net primary production global data set. Remote Sens. Environ. 2005, 95, 164-176.
    • (2005) Remote Sens. Environ , vol.95 , pp. 164-176
    • Zhao, M.S.1    Heinsch, F.A.2    Nemani, R.R.3    Running, S.W.4
  • 27
    • 33751263646 scopus 로고    scopus 로고
    • Evaluation of satellite based primary production modelling in the semi-arid Sahel
    • Fensholt, R.; Sandholt, I.; Rasmussen, M.S.; Simon, S.; Diouf, A. Evaluation of satellite based primary production modelling in the semi-arid Sahel. Remote Sens. Environ. 2006, 105, 173-188.
    • (2006) Remote Sens. Environ , vol.105 , pp. 173-188
    • Fensholt, R.1    Sandholt, I.2    Rasmussen, M.S.3    Simon, S.4    Diouf, A.5
  • 28
    • 38549143906 scopus 로고    scopus 로고
    • Analysis of the Terrestrial NPP based on the MODIS in the source regions of Yangtze and Yellow Rivers from 2000 to 2004
    • Guo, X.Y.; He, Y.; Shen, Y.P.; Feng, D. Analysis of the Terrestrial NPP based on the MODIS in the source regions of Yangtze and Yellow Rivers from 2000 to 2004. J. Glaciol. Geocryol. 2006, 28, 512-518.
    • (2006) J. Glaciol. Geocryol , vol.28 , pp. 512-518
    • Guo, X.Y.1    He, Y.2    Shen, Y.P.3    Feng, D.4
  • 29
    • 84969416752 scopus 로고    scopus 로고
    • An analysis of the Terrestrial NPP from 2002 to 2006 in China based on MODIS data
    • Wang, L.J.; Niu, Z.; Kuang, D. An analysis of the Terrestrial NPP from 2002 to 2006 in China based on MODIS data. Remote Sens. Land Res. 2010, 4, 113-116.
    • (2010) Remote Sens. Land Res , vol.4 , pp. 113-116
    • Wang, L.J.1    Niu, Z.2    Kuang, D.3
  • 30
    • 84986913308 scopus 로고    scopus 로고
    • The Yield Evaluation of Chinese Grassland
    • 1st ed. China Science and Technology Press: Beijing, China. (In Chinese)
    • Department of Animal Husbandry and Veterinary. The Yield Evaluation of Chinese Grassland. In Rangeland Resources of China, 1st ed.; China Science and Technology Press: Beijing, China, 1996; pp. 353-358. (In Chinese)
    • (1996) Rangeland Resources of China , pp. 353-358
  • 31
    • 0001500387 scopus 로고    scopus 로고
    • Carbon Pools in Terrestrial Ecosystems in China
    • 1st ed. Wang, G.C., Wen, Y.P., Eds.; China Environment Science Press: Beijing, China (In Chinese)
    • Fang, J.Y.; Liu, G.H.; Xu, S.L. Carbon Pools in Terrestrial Ecosystems in China. In Emissions and Their Relevant Processes of Greenhouse Gases in China, 1st ed.; Wang, G.C., Wen, Y.P., Eds.; China Environment Science Press: Beijing, China, 1996; pp. 109-128. (In Chinese)
    • (1996) Emissions and Their Relevant Processes of Greenhouse Gases in China , pp. 109-128
    • Fang, J.Y.1    Liu, G.H.2    Xu, S.L.3
  • 32
    • 85014322416 scopus 로고    scopus 로고
    • Estimation of aboveground biomass by remote sensing in the Western Inner Mongolia grassland
    • Gao, T.; Xu B.; Yang, X.C.; Jin, Y.X.; Ma, H.L.; Li, J.Y.; Yu, H.D. Estimation of aboveground biomass by remote sensing in the Western Inner Mongolia grassland. J. Des. Res. 2013, 2, 597-603.
    • (2013) J. Des. Res , vol.2 , pp. 597-603
    • Gao, T.1    Xu, B.2    Yang, X.C.3    Jin, Y.X.4    Ma, H.L.5    Li, J.Y.6    Yu, H.D.7
  • 33
    • 78650797620 scopus 로고    scopus 로고
    • Responses of terrestrial ecosystems to temperature and precipitation change: A meta-analysis of experimental manipulation
    • Wu, Z.T.; Dijkstra, P.; Koch, G.W.; Penuelas, J.; Hungate, B.A. Responses of terrestrial ecosystems to temperature and precipitation change: A meta-analysis of experimental manipulation. Glob. Chang. Biol. 2011, 17, 927-942.
    • (2011) Glob. Chang. Biol , vol.17 , pp. 927-942
    • Wu, Z.T.1    Dijkstra, P.2    Koch, G.W.3    Penuelas, J.4    Hungate, B.A.5
  • 34
    • 84867358863 scopus 로고    scopus 로고
    • Remote sensing dynamic estimation of grass production in Xilingol, Inner Mongolia
    • Jin, Y.X.; Xu, B.; Yang, X.C.; Li, J.Y.; Wang, D.L.; Ma, H.L. Remote sensing dynamic estimation of grass production in Xilingol, Inner Mongolia. Sci. Sin. Vitae 2011, 41, 1185-1195.
    • (2011) Sci. Sin. Vitae , vol.41 , pp. 1185-1195
    • Jin, Y.X.1    Xu, B.2    Yang, X.C.3    Li, J.Y.4    Wang, D.L.5    Ma, H.L.6
  • 35
    • 84884469576 scopus 로고    scopus 로고
    • Using MODIS time series data to estimate aboveground biomass and its spatio-temporal variation in Inner Mongolia's grassland between 2001 and 2011
    • Gao, T.; Xu, B.; Yang, X.C.; Jin, Y.X.; Ma, H.L.; Li, J.Y.; Yu, H.D. Using MODIS time series data to estimate aboveground biomass and its spatio-temporal variation in Inner Mongolia's grassland between 2001 and 2011. Int. J. Remote Sens. 2013, 34, 7796-7810.
    • (2013) Int. J. Remote Sens , vol.34 , pp. 7796-7810
    • Gao, T.1    Xu, B.2    Yang, X.C.3    Jin, Y.X.4    Ma, H.L.5    Li, J.Y.6    Yu, H.D.7
  • 36
    • 84874777061 scopus 로고    scopus 로고
    • Estimating winter annual biomass in the Sonoran and Mojave deserts with satellite-and ground-based observations
    • Casady, G.; van Leeuwen, W.; Reed, B. Estimating winter annual biomass in the Sonoran and Mojave deserts with satellite-and ground-based observations. Remote Sens. 2013, 5, 909-926.
    • (2013) Remote Sens , vol.5 , pp. 909-926
    • Casady, G.1    van Leeuwen, W.2    Reed, B.3
  • 37
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon
    • Lu, D.S. Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon. Int. J. Remote Sens. 2005, 26, 2509-2525.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 2509-2525
    • Lu, D.S.1
  • 38
    • 84894608332 scopus 로고    scopus 로고
    • Remote sensing-based biomass estimation and its spatio-temporal variations in temperate grassland, Northern China
    • Jin, Y.X.; Yang, X.C.; Qiu, J.J.; Li, J.Y.; Gao, T.; Wu, Q.; Zhao, F.; Ma, H.L.; Yu, H.D.; Xu, B. Remote sensing-based biomass estimation and its spatio-temporal variations in temperate grassland, Northern China. Remote Sens. 2014, 6, 1496-1513.
    • (2014) Remote Sens , vol.6 , pp. 1496-1513
    • Jin, Y.X.1    Yang, X.C.2    Qiu, J.J.3    Li, J.Y.4    Gao, T.5    Wu, Q.6    Zhao, F.7    Ma, H.L.8    Yu, H.D.9    Xu, B.10
  • 39
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • Lu, D.S. The potential and challenge of remote sensing-based biomass estimation. Int. J. Remote Sens. 2006, 27, 1297-1328.
    • (2006) Int. J. Remote Sens , vol.27 , pp. 1297-1328
    • Lu, D.S.1
  • 40
    • 26044464856 scopus 로고    scopus 로고
    • Estimating net primary productivity of grasslands from field biomass measurements in temperate northern China
    • Ni, J. Estimating net primary productivity of grasslands from field biomass measurements in temperate northern China. Plant Ecol. 2004, 174, 217-234.
    • (2004) Plant Ecol , vol.174 , pp. 217-234
    • Ni, J.1
  • 41
    • 79959996969 scopus 로고    scopus 로고
    • Biomass and its relationship with environmental factors of temperate grassland in Inner Mongolia
    • Ma, W.H.; Yang, Y.H.; He, J.S.; Zeng, H.; Fang, J.Y. Biomass and its relationship with environmental factors of temperate grassland in Inner Mongolia. Sci. Sin. Vitae 2008, 38, 84-92.
    • (2008) Sci. Sin. Vitae , vol.38 , pp. 84-92
    • Ma, W.H.1    Yang, Y.H.2    He, J.S.3    Zeng, H.4    Fang, J.Y.5
  • 42
    • 34548200848 scopus 로고    scopus 로고
    • Changes in biomass carbon stocks in China's grasslands between 1982 and 1999
    • Piao, S.L.; Fang, J.Y.; Zhou, L.M.; Tan, K.; Tao, S. Changes in biomass carbon stocks in China's grasslands between 1982 and 1999. Glob. Biogeochem. Cycles 2007, 21, doi:10.1029/2005GB002634.
    • (2007) Glob. Biogeochem. Cycles , vol.21
    • Piao, S.L.1    Fang, J.Y.2    Zhou, L.M.3    Tan, K.4    Tao, S.5
  • 43
    • 37549045261 scopus 로고    scopus 로고
    • Carbon storage in the grasslands of China based on field measurements of above-and below-ground biomass
    • Fan, J.W.; Zhong, H.P.; Harris, W.; Yu, G.R.; Wang, S.Q.; Hu, Z.M.; Yue, Y.Z. Carbon storage in the grasslands of China based on field measurements of above-and below-ground biomass. Clim. Chang. 2008, 86, 375-396.
    • (2008) Clim. Chang , vol.86 , pp. 375-396
    • Fan, J.W.1    Zhong, H.P.2    Harris, W.3    Yu, G.R.4    Wang, S.Q.5    Hu, Z.M.6    Yue, Y.Z.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.