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Articles

Spatial and temporal variations in vegetation coverage observed using AVHRR GIMMS and Terra MODIS data in the mainland of China

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Pages 4238-4268 | Received 29 Jul 2019, Accepted 26 Nov 2019, Published online: 03 Feb 2020

References

  • Adami, M., S. Bernardes, E. Arai, R. M. Freitas, Y. E. Shimabukuro, F. D. Espírito-Santo and L. O. Anderson. 2018. “Seasonality of Vegetation Types of South America Depicted by Moderate Resolution Imaging Spectroradiometer (MODIS) Time Series.” International Journal of Applied Earth Observation and Geoinformation 69: 148–163. doi:10.1016/j.jag.2018.02.010.
  • Balato, N., C. Patruno, F. P. D’Errico, and A. Balato. 2008. “Global Warming and Its Effect on Dermatology and Plants.” Archives of Dermatology 144: 1016. doi:10.1001/archderm.144.8.1016.
  • Beck, H. E., T. R. McVicar, A. I. J. M. van Dijk, J. Schellekens, R. A. M. de Jeu, and L. A. Bruijnzeel. 2011. “Global Evaluation of Four AVHRR–NDVI Data Sets: Intercomparison and Assessment against Landsat Imagery.” Remote Sensing of Environment 115: 2547–2563. doi:10.1016/j.rse.2011.05.012.
  • Bin, H., C. Aifang, W. Honglin, and W. Qianfeng. 2015. “Dynamic Response of Satellite-derived Vegetation Growth to Climate Change in the Three North Shelter Forest Region, in China.” Remote Sensing 7 (8): 9998–10016. doi:10.3390/rs70809998.
  • Bonan, G. B. 2008. “Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests.” Science 320: 1444–1449. doi:10.1126/science.1155121.
  • Butt, B., M. D. Turner, A. Singh, and L. Brottem. 2011. “Use of MODIS NDVI to Evaluate Changing Latitudinal Gradients of Rangeland Phenology in Sudano-Sahelian West Africa.” Remote Sensing of Environment 115: 3367–3376. doi:10.1016/j.rse.2011.08.001.
  • Chen, C., T. Park, X. Wang, S. Piao, B. Xu, R. K. Chaturvedi, … H. Tømmervik. 2019. “China and India Lead in Greening of the World through Land-use Management.” Nature Sustainability 2 (2): 122. doi:10.1038/s41893-019-0220-7.
  • Dai, L., Y. Wang, D. Su, L. Zhou, D. Yu, B. J. Lewis, and L. Qi. 2011. “Major Forest Types and the Evolution of Sustainable Forestry in China.” Environmental Management 48 (6): 1066–1078. doi:10.1007/s00267-011-9706-4.
  • Dai, S., B. Zhang, and H. Wang. 2010. “Spatio-temporal Change of Vegetation Index NDVI in Northwest China and Its Influencing Factors.” Journal of Geo-Information Science 3: 003. doi:10.3724/sp.j.1047.2010.00315.
  • Dardel, C., L. Kergoat, P. Hiernaux, E. Mougin, M. Grippa, and C. J. Tucker. 2014. “Re-greening Sahel: 30years of Remote Sensing Data and Field Observations (Mali, Niger).” Remote Sensing of Environment 140: 350–364. doi:10.1016/j.rse.2013.09.011.
  • de Beurs, K. M., and G. M. Henebry. 2004. “Trend Analysis of the Pathfinder AVHRR Land (PAL) NDVI Data for the Deserts of Central Asia.” IEEE Geoscience and Remote Sensing Letters 1 (4): 282–286. doi:10.1109/LGRS.2004.834805.
  • De Jong, R., S. de Bruin, A. de Wit, M. E. Schaepman, and D. L. Dent. 2011. “Analysis of Monotonic Greening and Browning Trends from Global NDVI Time-series.” Remote Sensing of Environment 115: 692–702. doi:10.1016/j.rse.2010.10.011.
  • Deng, X., J. Huang, S. Rozelle, J. Zhang, and Z. Li. 2015. “Impact of Urbanization on Cultivated Land Changes in China.” Land Use Policy 45 (45): 1–7. doi:10.1016/j.landusepol.2015.01.007.
  • Du, J., J. Shu, Y. Wang, Y. Li, L. Zhang, and Y. Guo. 2014. “Comparison of GIMMS and MODIS Normalized Vegetation Index Composite Data for Qing-Hai-Tibet Plateau.” The Journal of Applied Ecology 25: 533–544. doi:10.13287/j.1001-9332.2014.0056.
  • Eastman, J., F. Sangermano, E. Machado, J. Rogan, and A. Anyamba. 2013. “Global Trends in Seasonality of Normalized Difference Vegetation Index (NDVI), 1982–2011.” Remote Sensing 5 (10): 4799–4818. doi:10.3390/rs5104799.
  • Fang, J. 2004. “Increasing Terrestrial Vegetation Activity in China, 1982–1999.” Science in China Series C 47: 229. doi:10.1007/BF03182768.
  • Fensholt, R., K. Rasmussen, T. T. Nielsen, and C. Mbow. 2009. “Evaluation of Earth Observation Based Long Term Vegetation Trends — Intercomparing NDVI Time Series Trend Analysis Consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT Data.” Remote Sensing of Environment 113: 1886–1898. doi:10.1016/j.rse.2009.04.004.
  • Fensholt, R., and S. R. Proud. 2012. “Evaluation of Earth Observation Based Global Long Term Vegetation Trends — Comparing GIMMS and MODIS Global NDVI Time Series.” Remote Sensing of Environment 119: 131–147. doi:10.1016/j.rse.2011.12.015.
  • Fensholt, R., T. Langanke, K. Rasmussen, A. Reenberg, S. D. Prince, C. Tucker, R. J. Scholes, et al. 2012. “Greenness in Semi-arid Areas across the Globe 1981–2007 — An Earth Observing Satellite Based Analysis of Trends and Drivers.” Remote Sensing of Environment 121: 144–158. doi:10.1016/j.rse.2012.01.017.
  • Ferrara, R. M., C. Fiorentino, N. Martinelli, P. Garofalo, and G. Rana. 2010. “Comparison of Different Ground-based NDVI Measurement Methodologies to Evaluate Crop Biophysical Properties.” Italian Journal of Agronomy 5: 145–154. doi:10.4081/ija.2010.145.
  • Gajewski, K. 2015. “Impact of Holocene Climate Variability on Arctic Vegetation.” Global and Planetary Change 133: 272–287. doi:10.1016/j.gloplacha.2015.09.006.
  • Gallo, K., L. Ji, B. Reed, J. Dwyer, and J. Eidenshink. 2004. “Comparison of MODIS and AVHRR 16-day Normalized Difference Vegetation Index Composite Data.” Geophysical Research Letters 31: L07502. doi:10.1029/2003GL019385.
  • Gallo, K., L. Ji, B. Reed, J. Eidenshink, and J. Dwyer. 2005. “Multi-platform Comparisons of MODIS and AVHRR Normalized Difference Vegetation Index Data.” Remote Sensing of Environment 99: 221–231. doi:10.1016/j.rse.2005.08.014.
  • Gao, Y., X. Zhu, G. Yu, N. He, Q. Wang, and J. Tian. 2014. “Water Use Efficiency Threshold for Terrestrial Ecosystem Carbon Sequestration in China under Afforestation.” Agricultural and Forest Meteorology 195: 32–37. doi:10.1016/j.agrformet.2014.04.010.
  • Gitelson, A. A. 2004. Wide dynamic range vegetation index for remote quantification of biophysical characteristics of vegetation. Journal of Plant Physiology,161(2), 0–173. doi: 10.1029/2003gl019034
  • Gong, H. S., M. S. Chung, J. H. Oh, Y. H. Lee, S. H. Kim, and G. H. Baek. 2010. “An Analysis on Eco-environmental Effect of Vegetation in Urbanized Areas.” Ecology & Environmental Sciences 19 (11): 2737–2742. doi:10.1016/S1872-5813(11)60001-7.
  • Guenther, A. 2002. “The Contribution of Reactive Carbon Emissions from Vegetation to the Carbon Balance of Terrestrial Ecosystems.” Chemosphere 49: 837–844. doi:10.1016/S0045-6535(02)00384-3.
  • Heumann, B. W., J. W. Seaquist, L. Eklundh, and P. Jönsson. 2007. “AVHRR Derived Phenological Change in the Sahel and Soudan, Africa, 1982–2005.” Remote Sensing of Environment 108: 385–392. doi:10.1016/j.rse.2006.11.025.
  • Hill, M. J., P. J. Vickery, E. P. Furnival, and G. E. Donald. 1999. “Pasture Land Cover in Eastern Australia from NOAA-AVHRR NDVI and Classified Landsat TM.” Remote Sensing of Environment 67: 32–50. doi:10.1016/S0034-4257(98)00075-3.
  • Holben, B. N. 2007. “Characteristics of Maximum-value Composite Images from Temporal AVHRR Data.” International Journal of Remote Sensing 7: 1417–1434. doi:10.1080/01431168608948945.
  • Huete, A., K. Didan, T. Miura, E. P. Rodriguez, X. Gao, and L. G. Ferreira. 2002. “Overview of the Radiometric and Biophysical Performance of the MODIS Vegetation Indices.” Remote Sensing of Environment 83: 195–213. doi:10.1016/S0034-4257(02)00096-2.
  • Huete, A. R., H. Q. Liu, K. Batchily, and W. V. Leeuwen. 1997. “A Comparison of Vegetation Indices over a Global Set of TM Images for EOS-MODIS.” Remote Sensing of Environment 59: 440–451. doi:10.1016/S0034-4257(96)00112-5.
  • Jamali, S., P. Jönsson, L. Eklundh, J. Ardö, and J. Seaquist. 2015. “Detecting Changes in Vegetation Trends Using Time Series Segmentation.” Remote Sensing of Environment 156: 182–195. doi:10.1016/j.rse.2014.09.010.
  • Jarlan, L., S. Mangiarotti, E. Mougin, P. Mazzega, P. Hiernaux, and V. Ledantec. 2008. “Assimilation of SPOT/VEGETATION NDVI Data into a Sahelian Vegetation Dynamics Model.” Remote Sensing of Environment 112: 1381–1394. doi:10.1016/j.rse.2007.02.041.
  • Jiang, W., L. Yuan, W. Wang, R. Cao, Y. Zhang, and W. Shen. 2015. “Spatio-temporal Analysis of Vegetation Variation in the Yellow River Basin.” Ecological Indicators 51: 117–126. doi:10.1016/j.ecolind.2014.07.031.
  • Jiyuan, Z, and Y. Qian. 2012. “Regional Differences of China's Urban Expansion from Late 20th to Early 21st Century Based on Remote Sensing Information.” Chinese Geographical Science 22 (1): 1–14. doi:10.1007/s11769-012-0510-8.
  • John, W., and H. David, 2000. “Measuring Vegetation (NDVI & EVI).” Accessed 2 February 2019. https://earthobservatory.nasa.gov/features/MeasuringVegetation
  • Ju, J., and J. G. Masek. 2016. “The Vegetation Greenness Trend in Canada and US Alaska from 1984–2012 Landsat Data.” Remote Sensing of Environment 176: 1–16. doi:10.1016/j.rse.2016.01.001.
  • Kaufman, Y. J., and D. Tanré. 1996. “Strategy for Direct and Indirect Methods for Correcting the Aerosol Effect on Remote Sensing: From AVHRR to EOS-MODIS.” Remote Sensing of Environment 55: 65–79. doi:10.1016/0034-4257(95)00193-X.
  • Kawabata, A., K. Ichii, and Y. Yamaguchi. 2001. “Global Monitoring of Interannual Changes in Vegetation Activities Using Ndvi and Its Relationships to Temperature and Precipitation.” International Journal of Remote Sensing 22 (7): 1377–1382. doi:10.1080/01431160119381.
  • Kendall, M. G. 1975. Rank Correlation Methods. London: Griffin.
  • Lang, Y., A. Ye, W. Gong, C. Miao, Z. Di, J. Xu, Y. Liu, L. Luo, and Q. Duan. 2014. “Evaluating Skill of Seasonal Precipitation and Temperature Predictions of NCEP CFSv2 Forecasts over 17 Hydroclimatic Regions in China.” Journal of Hydrometeorology 15 (4): 1546–1559. doi:10.1175/JHM-D-13-0208.1.
  • Le Maire, G., C. François, K. Soudani, H. Davi, V. Le Dantec, B. Saugier, and E. Dufrêne. 2006. “Forest Leaf Area Index Determination: A Multiyear Satellite‐independent Method Based on Within‐stand Normalized Difference Vegetation Index Spatial Variability.” Journal of Geophysical Research: Biogeosciences 111: G2. doi:10.1029/2005jg000122.
  • Lenzen, M., -Y.-Y. Sun, F. Faturay, Y.-P. Ting, A. Geschke, and A. Malik. 2018. “The Carbon Footprint of Global Tourism.” Nature Climate Change 8: 522–528. doi:10.1038/s41558-018-0141-x.
  • Li, D., M. Pan, Z. Cong, L. Zhang, and E. Wood. 2013. “Vegetation Control on Water and Energy Balance within the Budyko Framework.” Water Resources Research 49 (2): 969–976. doi:10.1002/wrcr.20107.
  • Li, D., S. Wu, L. Liu, Y. Zhang, and S. Li. 2018. “Vulnerability of the Global Terrestrial Ecosystems to Climate Change.” Glob Change Biol 24: 4095–4106. doi:10.1111/gcb.14327.
  • Li, F., Y. Zeng, X. Li, Q. Zhao, and B. Wu. 2014. “Remote Sensing Based Monitoring of Interannual Variations in Vegetation Activity in China from 1982 to 2009.” Science China Earth Sciences 57: 1800–1806. doi:10.1007/s11430-014-4883-7.
  • Lin, Q. H., L. R. Sun, X. Z. Wang, and L. L. Hu. 2013. “Spatio-Temporal Variation of Vegetation NDVI in China from 2001 to 2011.” Advanced Materials Research 4: 610–613. doi:10.4028/www.scientific.net/AMR.610-613.3752.
  • Liu, S., T. Wang, J. Guo, J. Qu, and P. An. 2010. “Vegetation Change Based on SPOT-VGT Data from 1998 to 2007, Northern China.” Environmental Earth Sciences 60: 1459–1466. doi:10.1007/s12665-009-0281-4.
  • Liu, Y., X. Liu, H. Yi’na, S. Li, J. Peng, and Y. Wang. 2015. “Analyzing Nonlinear Variations in Terrestrial Vegetation in China during 1982–2012.” Environmental Monitoring and Assessment 187 (11): 722. doi:10.1007/s10661-015-4922-7.
  • Liu, Z., C. Wu, Y. Liu, X. Wang, B. Fang, W. Yuan, and Q. Ge. 2017. “Spring Green-up Date Derived from GIMMS3g and SPOT-VGT NDVI of Winter Wheat Cropland in the North China Plain.” ISPRS Journal of Photogrammetry and Remote Sensing 130: 81–91. doi:10.1016/j.isprsjprs.2017.05.015.
  • Lunetta, R. S., J. F. Knight, J. Ediriwickrema, J. G. Lyon, and L. D. Worthy. 2006. “Land-cover Change Detection Using Multi-temporal MODIS NDVI Data.” Remote Sensing of Environment 105: 142–154. doi:10.1016/j.rse.2006.06.018.
  • Mann, H. B. 1945. “Nonparametric Tests against Trend.” Econometrica: Journal of the Econometric Society 13: 245–259. doi:10.2307/1907187.
  • Mao, D., Z. Wang, L. Luo, and C. Ren. 2012a. “Integrating AVHRR and MODIS Data to Monitor NDVI Changes and Their Relationships with Climatic Parameters in Northeast China.” International Journal of Applied Earth Observation and Geoinformation 18: 528–536. doi:10.1016/j.jag.2011.10.007.
  • Mao, Y., A. Ye, and J. Xu. 2012b. “Using Land Use Data to Estimate the Population Distribution of China in 2000.” GIScience & Remote Sensing 49 (6): 822–853. doi:10.2747/1548-1603.49.6.822.
  • Miura, T. 2002. “Overview of the Radiometric and Biophysical Performance of the MODIS Vegetation Indices.” Remote Sensing of Environment 83: 195–213. doi:10.1016/S0034-4257(02)00096-2.
  • Montandon, L., and E. Small. 2008. “The Impact of Soil Reflectance on the Quantification of the Green Vegetation Fraction from NDVI.” Remote Sensing of Environment 112: 1835–1845. doi:10.1016/j.rse.2007.09.007.
  • Montgomery, D. C., E. A. Peck, and G. G. Vining. 2012. Introduction to Linear Regression Analysis. Vol. 821. John Wiley & Sons.
  • Myneni, R. B., F. G. Hall, P. J. Sellers, and A. L. Marshak. 1995. “The Interpretation of Spectral Vegetation Indexes.” IEEE Transactions on Geoscience and Remote Sensing 33: 481–486. doi:10.1109/36.377948.
  • Neeti, N., and J. R. Eastman. 2011. “A Contextual Mann‐Kendall Approach for the Assessment of Trend Significance in Image Time Series.” Transactions in GIS 15 (5): 599–611. doi:10.1111/j.1467-9671.2011.01280.x.
  • Pan, N., X. Feng, B. Fu, S. Wang, F. Ji, and S. Pan. 2018. “Increasing Global Vegetation Browning Hidden in Overall Vegetation Greening: Insights from Time-varying Trends.” Remote Sensing of Environment 214: 59–72. doi:10.1016/j.rse.2018.05.018.
  • Peel, M. C., B. L. Finlayson, and T. A. McMahon. 2007. “Updated World Map of the Köppen-Geiger Climate Classification.” Hydrology and Earth System Sciences 11: 1633–1644. doi:10.5194/hess-11-1633-2007.
  • Peng, S., A. Chen, L. Xu, C. Cao, J. Fang, R. B. Myneni, J. E. Pinzon, C. J. Tucker, and S. Piao. 2011. “Recent Change of Vegetation Growth Trend in China.” Environmental Research Letters 6: 044027. doi:10.1088/1748-9326/6/4/044027.
  • Pettorelli, N., J. O. Vik, A. Mysterud, J. M. Gaillard, C. J. Tucker, and N. C. Stenseth. 2005. “Using the Satellite-derived NDVI to Assess Ecological Responses to Environmental Change.” Trends in Ecology & Evolution 20: 503–510. doi:10.1016/j.tree.2005.05.011.
  • Piao, S. 2003. “Interannual Variations of Monthly and Seasonal Normalized Difference Vegetation Index (NDVI) in China from 1982 to 1999.” Journal of Geophysical Research 108. doi:10.1029/2002JD002848.
  • Piao, S., G. Yin, J. Tan, L. Cheng, M. Huang, Y. Li, R. Liu, et al. 2015. “Detection and Attribution of Vegetation Greening Trend in China over the Last 30 Years.” Global Change Biology 21: 1601–1609. doi:10.1111/gcb.12795.
  • Pinzon, J., and C. Tucker. 2014. “A Non-Stationary 1981–2012 AVHRR NDVI3g Time Series.” Remote Sensing 6: 6929–6960. doi:10.3390/rs6086929.
  • Pouliot, D., R. Latifovic, and I. Olthof. 2009. “Trends in Vegetation NDVI from 1 Km AVHRR Data over Canada for the Period 1985–2006.” International Journal of Remote Sensing 30 (1): 149–168. doi:10.1080/01431160802302090.
  • Richardson, A. D., T. F. Keenan, M. Migliavacca, Y. Ryu, O. Sonnentag, and M. Toomey. 2013. “Climate Change, Phenology, and Phenological Control of Vegetation Feedbacks to the Climate System.” Agricultural and Forest Meteorology 169: 156–173. doi:10.1016/j.agrformet.2012.09.012.
  • Sarkar, S., and M. Kafatos. 2004. “Interannual Variability of Vegetation over the Indian Sub-continent and Its Relation to the Different Meteorological Parameters.” Remote Sensing of Environment 90: 268–280. doi:10.1016/j.rse.2004.01.003.
  • Solano, R., K. Didan, A. Jacobson, and A. Huete. 2010. “MODIS Vegetation Index User’s Guide (MOD13 Series).” Vegetation Index and Phenology Lab, the University of Arizona 1–38. doi:10.1007/978-1-4419-6749-7_26.
  • Song, Y., M. Ma, and F. Veroustraete. 2010. Comparison and conversion of avhrr gimms and spot vegetation ndvi data in china. International Journal of Remote Sensing,31(9), 2377–2392. doi: 10.1080/01431160903002409
  • Song, Y., and M.-G. Ma. 2007. “Study on VEGETATION Cover Change in Northwest China Based on SPOT VEGETATION Data.” Journal of Desert Research 27: 89–93. 10.3321/j.issn:1000-694X.2007.01.021
  • Steven, M. D., T. J. Malthus, F. Baret, H. Xu, and M. J. Chopping. 2003. “Intercalibration of Vegetation Indices from Different Sensor Systems.” Remote Sensing of Environment 88: 412–422. doi:10.1016/j.rse.2003.08.010.
  • Sun, J., X. Wang, A. Chen, Y. Ma, M. Cui, and S. Piao. 2011. “NDVI Indicated Characteristics of Vegetation Cover Change in China’s Metropolises over the Last Three Decades.” Environmental Monitoring and Assessment 179: 1–14. doi:10.1007/s10661-010-1715-x.
  • Sun, W., X. Song, X. Mu, P. Gao, F. Wang, and G. Zhao. 2015. “Spatiotemporal Vegetation Cover Variations Associated with Climate Change and Ecological Restoration in the Loess Plateau.” Agricultural and Forest Meteorology 209: 87–99. doi:10.1016/j.agrformet.2015.05.002.
  • Sun, Y. 2012. “Variation of Vegetation Coverage and Its Relationship with Climate Change in North China from 1982 to 2006.” Ecology & Environmental Sciences 21: 7–12. doi:10.3969/j.issn.1674-5906.2012.01.002.
  • Tian, F., M. Brandt, Y. Y. Liu, A. Verger, T. Tagesson, A. A. Diouf, K. Rasmussen, C. Mbow, Y. Wang, and R. Fensholt. 2016. “Remote Sensing of Vegetation Dynamics in Drylands: Evaluating Vegetation Optical Depth (VOD) Using AVHRR NDVI and In Situ Green Biomass Data over West African Sahel.” Remote Sensing of Environment 177: 265–276. doi:10.1016/j.rse.2016.02.056.
  • Tian, F., R. Fensholt, J. Verbesselt, K. Grogan, S. Horion, and Y. Wang. 2015a. “Evaluating Temporal Consistency of Long-term Global NDVI Datasets for Trend Analysis.” Remote Sensing of Environment 163: 326–340. doi:10.1016/j.rse.2015.03.031.
  • Tian, G. J., D. F. Zhuang, and M. L. Liu. 2003. “The Spatial-temporal Dynamic Change of Cultivated Land in China in 1990s.” Advance in Earth Sciences 18 (1): 30–036. doi:10.11867/j.issn.1001-8166.2003.01.0030.
  • Tian, H., C. Cao, W. Chen, S. Bao, B. Yang, and R. B. Myneni. 2015b. “Response of Vegetation Activity Dynamic to Climatic Change and Ecological Restoration Programs in Inner Mongolia from 2000 to 2012.” Ecological Engineering 82 (4): 276–289. doi:10.1016/j.ecoleng.2015.04.098.
  • Tucker, C. J., J. E. Pinzon, M. E. Brown, D. A. Slayback, E. W. Pak, R. Mahoney, E. F. Vermote, and N. El Saleous. 2005. “An Extended AVHRR 8-km NDVI Dataset Compatible with MODIS and SPOT Vegetation NDVI Data.” International Journal of Remote Sensing 26: 4485–4498. doi:10.1080/01431160500168686.
  • Tucker, C. M. 1979. “A Reconnaissance Survey on the Quaternary History of St. Pierre Et Miquelon, France.” Maritime Sediments 15: 27–34. doi:10.4138/1351.
  • Wang, G., and L. Han. 2012. “The Vegetation NDVI Variation Trend in Qinghai-Tibet Plateau and Its Response to Climate Change.” In Remote Sensing, Environment and Transportation Engineering (RSETE), 2012 2nd International Conference On. IEEE, 2012, 1–4. doi:10.1109/RSETE.2012.6260792.
  • Wang, L., F. Tian, Y. Wang, Z. Wu, G. Schurgers, and R. Fensholt. 2018. “Acceleration of Global Vegetation Greenup from Combined Effects of Climate Change and Human Land Management.” Global Change Biology 24: 5484–5499. doi:10.1111/gcb.14369.
  • Wang, S., X. Mo, Z. Liu, M. H. A. Baig, and W. Chi. 2017. “Understanding Long-term (1982–2013) Patterns and Trends in Winter Wheat Spring Green-up Date over the North China Plain.” International Journal of Applied Earth Observation and Geoinformation 57: 235–244. doi:10.1016/j.jag.2017.01.008.
  • Wardlow, B., S. Egbert, and J. Kastens. 2007. “Analysis of Time-series MODIS 250 M Vegetation Index Data for Crop Classification in the U.S. Central Great Plains.” Remote Sensing of Environment 108: 290–310. doi:10.1016/j.rse.2006.11.021.
  • Wenhua, L. 2004. “Degradation and Restoration of Forest Ecosystems in China.” Forest Ecology and Management 201 (1): 33–41. doi:10.1016/j.foreco.2004.06.010.
  • Wu, D., X. Zhao, S. Liang, T. Zhou, K. Huang, B. Tang, and W. Zhao. 2015. “Time-lag Effects of Global Vegetation Responses to Climate Change.” Global Change Biology 21: 3520–3531. doi:10.1111/gcb.12945.
  • Xiao, J., and A. Moody. 2004. “Trends in Vegetation Activity and Their Climatic Correlates: China 1982 to 1998.” International Journal of Remote Sensing 25: 5669–5689. doi:10.1080/01431160410001735094.
  • Xin, Z., J. Xu, and W. Zheng. 2008. “Spatiotemporal Variations of Vegetation Cover on the Chinese Loess Plateau (1981–2006): Impacts of Climate Changes and Human Activities.” Science in China Series D: Earth Sciences 51: 67–78. doi:10.1007/s11430-007-0137-2.
  • Xu, G., J. Zhang, P. Li, Z. Li, K. Lu, X. Wang and B. Wang. 2018. “Vegetation Restoration Projects and Their Influence on Runoff and Sediment in China.” Ecological Indicators 95: 233–241. doi:10.1016/j.ecolind.2018.07.047.
  • Xu, X., J. Liu, Z. Zhang, W. Zhou, S. Zhang, R. Li, C. Yan, S. Wu, and X. Shi. 2017. “China’s 5-year Interval Terrestrial Ecosystem Spatial Distribution Data Set (1990–2010) Content and Research and Development.” Journal of Global Change Data 1 (1): 52–59. doi:10.3974/geodp.2017.01.08.
  • Xu, X., S. Piao, X. Wang, A. Chen, P. Ciais, and R. B. Myneni. 2012. “Spatio-temporal Patterns of the Area Experiencing Negative Vegetation Growth Anomalies in China over the Last Three Decades.” Environmental Research Letters 7: 035701. doi:10.1088/1748-9326/7/3/035701.
  • Yu, F., K. P. Price, J. Ellis, and P. Shi. 2003. “Response of Seasonal Vegetation Development to Climatic Variations in Eastern Central Asia.” Remote Sensing of Environment 87: 42–54. doi:10.1016/s0034-4257(03)00144-5.
  • Yun-Hao, C., L. Xiao-Bing, and X. Feng. 2001. “NDVI Changes in China between 1989 and 1999 Using Change Vector Analysis Based on Time Series Data.” Journal of Geographical Sciences,11 11 (4): 383–392. doi:10.1007/BF02837965.
  • Zhang, B., C. He, M. Burnham, and L. Zhang. 2016. “Evaluating the Coupling Effects of Climate Aridity and Vegetation Restoration on Soil Erosion over the Loess Plateau in China.” Science of the Total Environment 539: 436–449. doi:10.1016/j.scitotenv.2015.08.132.
  • Zhang, L., H. Guo, L. Lei, and D. Yan. 2011. “Monitoring Vegetation Greenness Variations in Qinghai-Tibet Plateau with MODIS Vegetation Index.” Geoscience and Remote Sensing Symposium (IGARSS), IEEE International. IEEE 760–762. doi:10.1109/IGARSS.2011.6049241.
  • Zhang, Y., C. Song, L. E. Band, G. Sun, and J. Li. 2017. “Reanalysis of Global Terrestrial Vegetation Trends from MODIS Products: Browning or Greening?” Remote Sensing of Environment 191: 145–155. doi:10.1016/j.rse.2016.12.018.
  • Zhao, J., J. L. Liu, and L. Yang. 2012. “A Preliminary Study on Mechanism of LAI Inversion Saturation.” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 39: B1. doi:10.5194/isprsarchives-XXXIX-B1-77-2012.
  • Zhou, L., C. J. Tucker, R. K. Kaufmann, D. Slayback, N. V. Shabanov, and R. B. Myneni. 2001. “Variations in Northern Vegetation Activity Inferred from Satellite Data of Vegetation Index during 1981 to 1999.” Journal of Geophysical Research: Atmospheres 106: 20069–20083. doi:10.1029/2000jd000115.

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