Simulating Spatiotemporal Dynamics of Sichuan Grassland Net Primary Productivity Using the CASA Model and in Situ Observations

Scientific World Journal

Volumn 2014, Issue , 2014, Pages

  Tang, Chuanjiang ^a   Fu, Xinyu ^b   Jiang, Dong ^b   Fu, Jingying ^b   Zhang, Xinyue ^a   Zhou, Su ^a  

^a Sichuan Grassland General Workstation   (China)

^b INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALTITUDE; ARTICLE; CARNEGIE AMES STANFORD APPROACH MODEL; CHINA; ENVIRONMENTAL TEMPERATURE; FOREST; GEOGRAPHIC DISTRIBUTION; GRASS; GRASSLAND; GROWING SEASON; GROWTH PERIOD; HUMIDITY; LIGHT; MARSH; MEADOW; MEASUREMENT ACCURACY; MODEL; NONHUMAN; ORGANIC MATTER PRODUCTION; PHOTOSYNTHETICALLY ACTIVE RADIATION; PLANT GROWTH; PLANT ROOT; RADIATION; RADIATION ABSORPTION; SEASONAL VARIATION; SHOOT; SHRUB; SIMULATION; SOLAR RADIATION; SPATIOTEMPORAL ANALYSIS; VALIDITY; VAPOR PRESSURE; VEGETATION; GEOGRAPHIC MAPPING; METEOROLOGICAL PHENOMENA; THEORETICAL MODEL; TIME;

CHINA; GEOGRAPHIC MAPPING; GRASSLAND; METEOROLOGICAL CONCEPTS; MODELS, THEORETICAL; TIME FACTORS;

EID: 84933057073     PISSN: 23566140     EISSN: 1537744X     Source Type: Journal    
DOI: 10.1155/2014/956963     Document Type: Article

References (42)

1. E. P. Odum, H. T. Odum, and J. Andrews, Fundamentals of Ecology, vol. 3, Saunders, Philadelphia, Pa, USA, 1971.
2. S. D. Prince, J. Haskett, M. Steininger, H. Strand, and R. Wright", Net primary production of U. S. midwest croplands from agricultural harvest yield data", Ecological Applications, vol. 11, no. 4, pp. 1194-1205, 2001.
3. R. Nemani, M. White, P. Thornton et al.", Recent trends in hydrologic balance have enhanced the terrestrial carbon sink in the United States", Geophysical Research Letters, vol. 29, no. 10, pp. 1-106, 2002.
4. R. Crabtree, C. Potter, R. Mullen et al.", Amodeling and spatiotemporal analysis framework for monitoring environmental change using NPP as an ecosystem indicator", Remote Sensing of Environment, vol. 113, no. 7, pp. 1486-1496, 2009.
5. S. J. Goetz and S. D. Prince", Modelling terrestrial carbon exchange and storage: evidence and implications of functional convergence in light-use efficiency", Advances in Ecological Research, vol. 28, pp. 57-92, 1999.
6. I. McCallum, W. Wagner, C. Schmullius et al.", Satellite-based terrestrial production efficiencymodeling", Carbon Balance and Management, vol. 4, article 8, 2009.
7. H. Lieth", Modeling the primary productivity of the world", in Primary Productivity of the Biosphere, pp. 237-263, Springer, New York, NY, USA, 1975.
8. J. M. Melillo, A. D. McGuire, D. W. Kicklighter, B. Moore III, C. J. Vorosmarty, and A. L. Schloss", Global climate change and terrestrial net primary production", Nature, vol. 363, no. 6426, pp. 234-240, 1993.
9. L. L. Golubyatnikov and E. A. Denisenko", Modeling the values of net primary production for the zonal vegetation of European Russia", Biology Bulletin, vol. 28, no. 3, pp. 293-300, 2001.
10. P. Wang, D. Xie, Y. Zhou, E. Youhao, and Q. Zhu", Estimation of net primary productivity using a process-basedmodel in Gansu Province, Northwest China", Environmental Earth Sciences, vol. 71, no. 2, pp. 647-658, 2014.
11. G. Bala, J. R. K. Joshi, R. K. Chaturvedi et al.", Trends and variability of AVHRR-derived NPP in India", Remote Sensing, vol. 5, no. 2, pp. 810-829, 2013.
12. W. Cramer, D. W. Kicklighter, A. Bondeau et al.", Comparing global models of terrestrial net primary productivity (NPP): Overview and key results", Global Change Biology, vol. 5, no. 1, pp. 1-15, 1999.
13. M. P. Kale and P. S. Roy", Net primary productivity estimation and its relationship with tree diversity for tropical dry deciduous forests of central India", Biodiversity and Conservation, vol. 21, no. 5, pp. 1199-1214, 2012.
14. C. S. Potter, J. T. Randerson, C. B. Field et al.", Terrestrial ecosystemproduction: a processmodel based on global satellite and surface data", Global Biogeochemical Cycles, vol. 7, no. 4, pp. 811-841, 1993.
15. A. Ruimy, G. Dedieu, and B. Saugier", TURC: a diagnostic model of continental gross primary productivity and net primary productivity", Global Biogeochemical Cycles, vol. 10, no. 2, pp. 269-285, 1996.
16. S. D. Prince and S. N. Goward", Global primary production: a remote sensing approach", Journal of Biogeography, vol. 22, no. 4-5, pp. 815-835, 1995.
17. R. K. Nayak, N. R. Patel, and V. K. Dadhwal", Estimation and analysis of terrestrial net primary productivity over India by remote-sensing-driven terrestrial biosphere model", Environmental Monitoring and Assessment, vol. 170, no. 1-4, pp. 195-213, 2010.
18. C. Potter, S. Klooster, R. Myneni, V. Genovese, P. Tan, and V. Kumar", Continental-scale comparisons of terrestrial carbon sinks estimated from satellite data and ecosystem modeling 1982-1998", Global and Planetary Change, vol. 39, no. 3-4, pp. 201-213, 2003.
19. M. Cao, S. D. Prince, J. Small, and S. J. Goetz", Remotely sensed interannual variations and trends in terrestrial net primary productivity 1981-2000", Ecosystems, vol. 7, no. 3, pp. 233-242, 2004.
20. Y. Zhang, W. Qi, C. Zhou et al.", Spatial and temporal variability in the net primary production of alpine grassland on the Tibetan Plateau since 1982", Journal of Geographical Sciences, vol. 24, no. 2, pp. 269-287, 2014.
21. B. Xu, X. C. Yang, W. G. Tao et al.", MODIS-based remotesensing monitoring of the spatiotemporal patterns of China's grassland vegetation growth", International Journal of Remote Sensing, vol. 34, no. 11, pp. 3867-3878, 2013.
22. G. D. Xie, Y. L. Zhang, C. X. Lu, D. Zheng, and S. K. Cheng", Study on valuation of rangeland ecosystem services of China", Journal of Natural Resources, vol. 16, no. 1, pp. 47-53, 2001.
23. S. Zhou, C. J. Tang, and X. Y. Zhang", Themain problems and countermeasures of grassland ecosystem in Sichuan province", Pratacultural Science, vol. 21, no. 12, pp. 28-32, 2004.
24. J. Bian, A. Li, and W. Deng", Estimation and analysis of net primary productivity of Ruoergai wetland in China for the recent 10 years based on remote sensing", in Proceedings of the International Conference on Ecological Informatics and Ecosystem Conservation (ISEIS'10), vol. 2, pp. 288-301, August 2010.
25. J. Monteith", Solar radiation and productivity in tropical ecosystems", Journal of Applied Ecology, vol. 9, no. 3, pp. 747-766, 1972.
26. C. B. Field, J. T. Randerson, and C. M. Malmström", Global net primary production: combining ecology and remote sensing", Remote Sensing of Environment, vol. 51, no. 1, pp. 74-88, 1995.
27. D. B. Lobell, J. A. Hicke, G. P. Asner, C. B. Field, C. J. Tucker, and S. O. Los", Satellite estimates of productivity and light use efficiency in United States agriculture, 1982-98", Global Change Biology, vol. 8, no. 8, pp. 722-735, 2002.
28. J. Yuan, Z. Niu, and C. Wang", Vegetation NPP distribution based on MODIS data and CASA model: a case study of northern Hebei Province", Chinese Geographical Science, vol. 16, no. 4, pp. 334-341, 2006.
29. M. V. Thompson, J. T. Randerson, C. M. Malmström, and C. B. Field", Change in net primary production and heterotrophic respiration: how much is necessary to sustain the terrestrial carbon sink?" Global Biogeochemical Cycles, vol. 10, no. 4, pp. 711-726, 1996.
30. B.-O. Tserenpurev", Estimation of pasture productivity in Mongolian grasslands: field survey and model simulation", Journal of Agricultural Meteorology, vol. 66, no. 1, pp. 31-39, 2010.
31. X. Y. Zhang, S. Zhou, C. J. Tang et al.", Monitoring method of productivity of natural grassland in Sichuan Province", Pratacultural Science, vol. 28, no. 10, pp. 1859-1863, 2011.
32. J. F. Shilong Piao and Q. Guo", Application of CASA model to the estimation of Chinese terrestrial net primary productivity", Acta Phytoecologica Sinica, vol. 5, article 014, 2001.
33. W. Li and X. Zhou", Biomass and productivity of ecosystems in Qinghai-Xizang plateau", in Ecosystems of Qinghai-Xizang (Tibetan) Plateau and Approach for Their Sustainable Management, W. H. Li, Ed., pp. 56-101, Guangdong Science and Technology Press, Guangzhou, China, 1998.
34. K. McCree", Photosynthetically active radiation", in Physiological Plant Ecology I, pp. 41-55, Springer, 1981.
35. S. W. Running, P. E. Thornton, R. Nemani, and J. M. Glassy", Global terrestrial gross and net primary productivity from the Earth Observing System", in Methods in Ecosystem Science, pp. 44-57, Springer, New York, NY, USA, 2000.
36. L. Jiang, Z. Qin, W. Xie, and B. Xu", A research of net primary productivitymodel of grassland based on MODIS data", Chinese Journal of Grassland, vol. 28, no. 6, pp. 72-76, 2006.
37. L. J. Chen, G. H. Liu, and H. G. Li", Estimating net primary productivity of terrestrial vegetation in China using remote sensing", Journal of Remote Sensing, vol. 6, no. 2, pp. 129-135, 2002.
38. L. Chen, G. Liu, and X. Feng", Estimation of net primary productivity of terrestrial vegetation in China by remote sensing", Acta Botanica Sinica, vol. 43, no. 11, pp. 1191-1198, 2001.
39. J. Guo and G. Li", Climatic characteristics of precipitable water vapor and relations to surface water vapor column in Sichuan and Chongqing region", Journal of Natural Resources, vol. 24, no. 2, pp. 344-350, 2009.
40. J. Yang and J. Qiu", A method for estimating precipitable water and effective water vapor content from ground humidity parameters", Chinese Journal of Atmospheric Sciences, vol. 26, pp. 9-22, 2002.
41. L. Siyao, L. Tao, T. Bin et al.", Spatial-temporal variations of net primary productivity of Sichuan vegetation based on CASA model", Journal of Sichuan Agricultural University, vol. 31, no. 3, pp. 269-282, 2013.
42. M. Hutchinson, Anusplin Version 4.3. Centre for Resource and Environmental Studies, ACT, The Australian National University, Canberra, Australia, 2004.