|
|
Dynamic responses of the coalfield ecosystem to mining intensity, spatio-temporal variation, and climate change derived from AVHRR/NDVI in Shendong coalfield |
MA Chao1, TIAN Shu-jing2, ZOU You-feng1, GUO Zeng-zhang1, HAN Rui-mei1, XIE Shao-shao3 |
1. Key Laboratory of State Bureau of Surveying and Mapping of Mine Spatial Information Technology, Henan Polytechnic University, Jiaozuo 454000, China;
2. Department of Surveying and Mapping Geographic Information, Yunnan Land and Resources Vocational College, Kunming 652501, China;
3. Bowen College of Management, Guilin University of Technology, Guilin 541006, China |
|
|
Abstract Study purpose on biological productivity inverted from a long time series, the multi-dimensional Normalized Difference Vegetation Index (NDVI) in mining-disturbed areas is to understand vegetation succession of non-natural ecological areas, while to provide guidance for natural restoration and artificial restoration of the vegetation under high-intensity mining conditions northwest fragile ecological areas in China. Shendong coalfield, as a directly affected area, an indirectly affected area (20 km buffer), and a natural ecological checked area were established. Using Global Inventory Modeling and Mapping Studies Advanced Very High Resolution Radiometer derived NDVI dataset (GIMMS AVHRR/NDVI) (July 1981-December 2006, 25.5 years), combined with temperature and precipitation information (86 meteorological stations) and Shendong coal output, the aforementioned three areas are comparatively investigated for the effects of temporal, spatial, climatic, and mining intensities. Test validation is conducted by means of another long-term Moderate Resolution Imaging Spectroradiometer (MODIS: MOD17A3 and MOD13Q1) net primary productivity (NPP)/NDVI (2000~2010, 11 years) dataset. The results will provide new insights into ecological environment in mining:(1) under the background of climate change, the vegetation growing season was extended again in the Shendong mining area;(2) NDVI increment in the Shendong mining area was below the buffer, and NDVI increment in its buffer was lower than the natural ecological area;(3) In the mining area, with the increase in mining intensity, NDVI growth rate was lower than that of in the natural ecological area.
|
Received: 04 February 2016
|
|
|
|
|
[1] |
丁一汇,任国玉,石广玉,等.气候变化国家评估报告(I):中国气候变化的历史和未来趋势[J]. 气候变化研究进展, 2006,2(1):3-8.
|
[2] |
秦大河,陈振林,罗勇,等.气候变化科学的最新认知[J]. 气候变化研究进展, 2007,3(2):63-73.
|
[3] |
JEONG S J, HO C H, GIM H J, et al. Phenology shifts at start vs. end of growing season in temperate vegetation over the Northern Hemisphere for the period 1982~2008[J]. Global Change Biology, 2011,17(7):2385-2399.
|
[4] |
Brown M E, K M de Beurs, M.Marshall. Global phenological response to climate change in crop areas using satellite remote sensing of vegetation, humidity and temperature over 26years[J]. Remote Sensing of Environment, 2012,126:174-183.
|
[5] |
朴世龙,方精云.1982~1999年我国陆地植被活动对气候变化响应的季节差异[J]. 生态学报, 2003,(1):119-125.
|
[6] |
孙艳玲,郭鹏.1982~2006年华北植被覆盖变化及其与气候变化的关系[J]. 生态环境学报, 2012,(1):7-12.
|
[7] |
方精云,朴世龙,贺金生,等.近20年来中国植被活动在增强[J]. 中国科学:C辑, 2003,33(6):554-565.
|
[8] |
李军媛,徐维新,程志刚,等.1982~2006年中国半干旱、干旱区气候与植被覆盖的时空变化[J]. 生态环境学报, 2012,(2):268-272.
|
[9] |
陈安安,孙林,胡北,等.近10a黄土高原地区NDVI变化及其对水热因子响应分析[J]. 水土保持通报, 2011,(5):215-219.
|
[10] |
de Jong R, de Bruin S, de Wit A, et al. Analysis of monotonic greening and browning trends from global NDVI time-series[J]. Remote Sensing of Environment, 2011,115(2):692-702.
|
[11] |
Eastman J R, Sangermano F, Machado E A, et al. Global trends in seasonality of normalized difference vegetation index (NDVI), 1982~2011[J]. Remote Sensing, 2013,5(10):4799-4818.
|
[12] |
Zhang Y, Gao J, Liu L, et al. NDVI-based vegetation changes and their responses to climate change from 1982 to 2011: A case study in the Koshi River Basin in the middle Himalayas[J]. Global and Planetary Change, 2013,108:139-148.
|
[13] |
Reevesa M C, Baggett L S. A remote sensing protocol for identifying rangelands with degraded productive capacity[J]. Ecological Indicators, 2014,43:172-182.
|
[14] |
Christina Eisfelder, Igor Klein, Markus Niklaus, et al. Net primary productivity in Kazakhstan, its spatio-temporal patterns and relation to meteorological variables[J]. Journal of Arid Environments, 2014,103:17-30.
|
[15] |
Dannenberg M P, Conghe Song, Taehee Hwang, et al. Empirical evidence of El Niño-Southern Oscillation influence on land surface phenology and productivity in the western United States[J]. Remote Sensing of Environment, 2015,159:167-180.
|
[16] |
吴立新,马保东,刘善军.基于SPOT卫星NDVI数据的神东矿区植被覆盖动态变化分析[J]. 煤炭学报, 2009,(9):1217-1222.
|
[17] |
翟孟源,徐新良,江东,等.1979~2010年乌海市煤矿开采对生态环境影响的遥感监测[J]. 遥感技术与应用, 2012,27(6):933-940.
|
[18] |
雷少刚.荒漠矿区关键环境要素的监测与采动影响规律研究.博士学位论文[D]. 中国矿业大学, 2009,177:45-52.
|
[19] |
卞正富,雷少刚,常鲁群,等.基于遥感影像的荒漠化矿区土壤含水率的影响因素分析[J]. 煤炭学报, 2009,(4):520-525.
|
[20] |
徐占军,侯湖平,张绍良,等.采矿活动和气候变化对煤矿区生态环境损失的影响[J]. 农业工程学报, 2012,(5):232-240.
|
[21] |
Ma, C, Guo Z Z, Zhang X K, et al. Annual integral changes of time serial NDVI in mining subsidence area[J]. Transactions of Nonferrous Metals Society of China, 2011,21:583-588.
|
[22] |
马超,张晓克,郭增长,等.半干旱山区采矿扰动植被指数时空变化规律[J]. 环境科学研究, 2013,(7):750-758.
|
[23] |
李军媛,徐维新,程志刚,等.1982~2006年中国半干旱、干旱区气候与植被覆盖的时空变化[J]. 生态环境学报, 2012,(2):268-272.
|
[24] |
张翀,任志远,李小燕.黄土高原植被对气温和降水的响应[J]. 中国农业科学, 2012,45(20):4205-4215.
|
[25] |
侯学会,牛铮,高帅,等.基于SPOT-VGT NDVI时间序列的农牧交错带植被物候监测[J]. 农业工程学报, 2013,(1):142-150+294.
|
[26] |
胡振琪,李晶,赵艳玲.矿产与粮食复合主产区环境质量和粮食安全的问题、成因与对策[J]. 科技导报, 2006,(3):21-24.
|
[27] |
康萨如拉,牛建明,张庆,等.草原区矿产开发对景观格局和初级生产力的影响--以黑岱沟露天煤矿为例[J]. 生态学报, 2014,(11):2855-2867.
|
[28] |
Tucker C J, Pinzon J E, Brown M E, et al. An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data[J]. International Journal of Remote Sensing, 2005,26(20):4485-4498.
|
[29] |
杜加强,舒俭民,王跃辉,等.青藏高原MODIS NDVI与GIMMS NDVI的对比[J]. 应用生态学报, 2014,25(2):533-544.
|
[30] |
马保东,陈绍杰,吴立新,等.基于SPOT-VGT NDVI的矿区植被遥感监测方法[J]. 地理与地理信息科学, 2009,(1):84-87.
|
[31] |
闫慧敏,曹明奎,刘纪远,等.基于多时相遥感信息的中国农业种植制度空间格局研究[J]. 农业工程学报, 2005,21(4):85-90.
|
[32] |
Li X B, Chen Y H, Fan Y D, et al. Detecting inter-annual variations of vegetation growth based on satellite-sensed vegetation index data from 1983 to 1999[C]//Chandrasekar V, Werle D, Emery B eds. Proceedings of IGARSS. Toulouse, France, 2003,(5):3263-3265.
|
[33] |
罗隆诚,王俊.半干旱地区NDVI对气温和降水响应的多时间尺度分析--以甘肃省榆中县为例[J]. 干旱区资源与环境, 2011,(9):167-171.
|
[34] |
Fensholt R, Proud S R. Evaluation of Earth Observation based global long term vegetation trends-Comparing GIMMS and MODIS global NDVI time series[J]. Remote Sensing of Environment, 2012,119:131-147.
|
[35] |
王安.神东矿区生态环境综合防治体系构建及其效果[J]. 中国水土保持科学, 2007,(5):83-87.
|
[36] |
中国矿业大学(北京),土地复垦与生态重建研究所《神东矿区土地生态环境的损害及其修复技术》研究报告[R]. 北京:2007.
|
|
|
|