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1.
基于全国1:100万数字地貌数据库,全国2000、2005、2010年土地覆被数据和山西省行政区边界数据,采用土地覆被动态度、转移概率矩阵和地貌面积频度方法,分析了2000-2010年山西省基本地貌形态类型下的土地覆被变化。结果表明：（1）山西省的土地覆被类型以耕地、林地和草地为主,面积总和占省域面积的95%以上。面积变化的总体趋势是耕地和草地缩减,林地和建设用地持续增加。通过分析转移概率矩阵,表明2000-2005年和2005-2010年2个时段内,土地利用的主要转化趋势相似,即林地与草地之间大面积的相互转化,耕地、草地分别与建设用地之间的相互转化。（2）耕地和建设用地的分布,随着起伏度的增大而逐渐减小。林地分布随着起伏度的增加而逐步增大。从面积变化来看,耕地、林地和草地变化主要位于中起伏山地;水域变化主要集中在大起伏山地;建设用地变化主要分布于平原和台地;未利用地变化主要在小起伏山地。从动态度来看,耕地、草地和水域动态度,在大起伏山地地区最大;林地动态度在平原区最大;建设用地的动态度最大位于丘陵;未利用地在小起伏山地地区最大。（3）土地覆被类型之间的主要转化在地貌上也存着差异。平原地区林地的增加主要来自草地转化。台地和丘陵地区3个主要转化类型相似,2000-2005年主要是林地向草地退化,2005-2010年主要是林地和草地的相互转化。在小起伏山地地区,主要是草地和林地之间的相互转化,但草地转化为林地的面积较林地向草地的转化多。中起伏和大起伏山地地区主要以草地和耕地向林地的转化为主,也有较高比例的建设用地转化为林地。封山育林和退耕还林主要是在起伏较大的山地地区,毁林主要发生在地形平缓地区。  相似文献   

2.
1IN TR O D U C TIO NEco-security is the state in w hich the resources,envi-ronm entand ecosystem s thatconcern people are secure(M Aetal.,2004;SH Ietal.,2004).O therw ise,w e calliteco-security problem or ecologicalrisk.The eco-se-curity isdraw ing the in…  相似文献   

3.
近50年来富锦湿地景观遥感与GIS的时空动态分析   总被引：3，自引：0，他引：3  
湿地是重要的自然资源,但是由于自然和人为影响,湿地正在大面积的萎缩,导致功能和效益下降,并危及到区域的持续发展。本文以三江平原挠力河流域富锦(市)作为研究区域,以RS、GIS和Fragstats为技术手段,分析了自1954年以来沼泽湿地的空间和时间退缩过程及其驱动力,重建了自1954年以来的土地利用/土地覆被变化过程。结果表明,湿地面积由1954年的519.917．96hm2下降到105.008hm2,由占总面积的61．27％下降到12．39％,仅是原来面积的17．74％;而耕地面积由223 173．54hm2增加到597 156．25hm2,由占总面积的25．31％增加到70．45％。同时指,出人类的农垦活动是富锦沼泽湿地面积退缩的主要原因。  相似文献   

4.
Land use/cover change (LUCC) is one of the main boundary conditions which influence many hydrologic processes. In view of the importance of Taihu Lake Watershed in China and the urgency of discovering the impacts of LUCC on storm runoff, two flood events under five land cover scenarios in the Xitiaoxi River Basin of the upstream of Taihu Lake watershed were simulated by distributed hydrologic modeling system HEC-HMS. The influences of each land cover on storm runoff were discussed. It was concluded that under the same rainstorm the ascending order of runoff coefficient and peak flow produced by the 5 different land covers were woodland, shrub, grassland, arable land, and built-up land; the descending order of swelling time were woodland, shrub, grassland, arable land, and built-up land. Scenario of built-up land was the first to reach peak flow, then arable land, grassland, shrub, and woodland. There were close relationships between the runoff coefficients produced by the 5 different land covers. The degrees of impacts on runoff coefficient of land cover change modes were sorted by descending: woodland to built-up land, shrub to built-up land, grassland to built-up land, arable land to built-up land, woodland to arable land, shrub to arable land, arable land to grassland, shrub to grassland, grassland to arable land, and woodland to shrub. Urbanization will contribute to flood disaster, while forestation will mitigate flood disaster.  相似文献   

5.
多源土地利用/覆盖分类产品是陆地表层过程研究不可或缺的重要基础数据,而其一致性分析则是产品应用的前提和基础。本文基于类型面积偏差、类型面积相关、误差矩阵和类型空间混淆等方法,从面积一致性和空间一致性两方面分析了 5种土地利用/覆盖分类产品（MCD12Q1-2010、GlobCover2009、CCI-LC2010、FROM-GLC2010和GlobeLand30-2010）在全球海岸带区域的一致性。结果表明：① 各产品土地利用/覆盖类型的空间分布总体上表现出较强的一致性,但在细节上存在大面积不一致现象;② 各产品对全球海岸带土地利用/覆盖构成的描述基本一致,即以水体为主,林地和未利用地次之,耕地、草地和灌木地较少,湿地和人造地表相对最少,但在细节上存在面积偏差;③ 在产品组合中,MCD12Q1-2010/GlobCover2009的相关系数、总体精度和Kappa系数均最低,分别为0.8814、67.46%和0.5748,而GlobCover2009/CCI-LC2010的相关系数、总体精度和Kappa系数均最高,分别为0.9869、81.50%和0.7505;④ 5种产品两两对比,草地、灌木地和湿地的混淆程度最高,耕地和人造地表次之,林地和未利用地较低,水体最低;⑤ 全球海岸带有28.81%的土地具有较低的一致性,这些区域地类混淆现象较为严重,尤其是耕地、林地、草地、灌木地、湿地和未利用地之间的相互混淆对5种产品的一致性程度有直接影响。本文有望为海岸带研究在已有土地利用/覆盖数据源选择和使用等方面提供参考和建议。  相似文献   

6.
基于青岛市区2005年4月和2015年4月的TM影像,利用ENVI中监督分类法,结合人工目视解译,得出2005年和2015年青岛市区土地利用类型分布情况。利用土地利用类型动态模型,分析了10年间青岛市土地利用类型的变化规律。认为2005—2015年,青岛市土地利用类型产生了较大的变化,建设用地、耕地、水面、草地、林地的面积变化显著。其中,建设用地面积增加200.98 km~2;耕地面积减少105.89 km~2;水面面积减少76.68 km~2;草地面积减少69.53 km~2;林地面积增加54.45 km~2;未利用土地面积减少。说明青岛市区处于土地利用发展的时期,政府应该注重土地资源的合理利用。  相似文献   

7.
A crucial region for China's ‘Grain-forGreen Policy' is located within a traditional farmpastoral area, between 2000 to 3000 m above sea level, on the eastern Qinghai-Tibetan Plateau.However, the responses of soil organic carbon(SOC) to different land-use patterns in this region are unclear. Here, we determined the SOC(0–20 cm) content of grasslands and forests that are being converted from farmlands, as well as in abandoned arable land and arable land in this region. The factors influencing the reclaimed lands were analyzed along altitudes from 2030 to 3132 m. Our results showed that SOC content was higher for grassland and abandoned arable land than forest and arable land. The SOC content increased with the increase in altitude for total land-use patterns. Further, the grassland and abandoned arable land had higher SOC content than the forest with almost parallel trends along the increase in altitude. However, the proportion of regulated factors of altitude and species richness varied among forest, grassland, and abandoned arable land. Our results indicated that the land-use pattern of returning farmland to grassland and abandoned arable land was more effective in terms of the SOC storage in the superficial layer in this altitude range in the Qinghai-Tibetan Plateau, thereby being beneficial to optimizing land management in this region.  相似文献   

8.
1IN TR O D U CTIO N Land isthemost essentiaplhysicalresource asnd mate- rialbasisforpeople'slif e(LIU,1996).Land use/cover change(LUCC ) isa key aspectofglobalenvironment change, andindicatetsheinfluencoefhuman activiti on physicaelnvironment.As we allkno…  相似文献   

9.
武汉城市圈是全国首批“两型社会”改革试验区之一,而且是中部崛起战略和长江经济带发展战略的重点区域。为了正确认识武汉城市圈土地利用时空变化特征,以及政策因素对土地利用变化的影响,本文基于2000、2005、2010和2015年4期武汉城市圈土地利用现状数据,结合GIS空间分析、数理统计、单一土地利用动态度、土地利用转移矩阵和综合土地利用动态度方法,对武汉城市圈2000-2015年以及3个5年期土地利用变化的总体特征、转化方向和区域差异特征进行研究,并分析政策因素对土地利用变化的驱动作用。结果表明：① 总体特征上,2000-2015年耕地、草地、林地和未利用地面积持续减少,建设用地和水域面积不断增多。② 变化方向上,2000-2015年以耕地、林地转化为建设用地和水域为主要特征,2000-2005年以耕地向水域和建设用地转化为主,2005-2010年以耕地向建设用地、水域,林地向建设用地转化为主,2010-2015年以耕地、林地和水域向建设用地转化为主。③ 区域时空差异上,综合土地利用动态度最大的区域集中在武汉城市圈的中部;从单一土地利用动态度看,耕地主要分布在武汉城市圈周边地区;建设用地主要集中在武汉城市圈中部;水域集中在武汉城市圈的仙桃市;林地主要在潜江市、云梦县;草地主要为英山县。④ 政策驱动因素分析上,中部崛起、两型社会、长江经济带发展战略等政策对土地利用变化具有重要影响。  相似文献   

10.
Three-River Headwaters(TRH) region involved in this paper refers to the source region of the Changjiang(Yangtze) River,the Huanghe(Yellow) River and the Lancang River in China.Taking the TRH region of the Qinghai-Tibet Plateau as a case,the annual evapotranspiration(ET) model developed by Zhang et al.(2001) was applied to evaluate mean annual ET in the alpine area,and the response of annual ET to land use change was analyzed.The plant-available water coefficient(w) of Zhang’s model was revised by using vegetation-temperature condition index(VTCI) before annual ET was calculated in alpine area.The future land use scenario,an input of ET model,was spatially simulated by using the conversion of land use and its effects at small regional extent(CLUE-S) to study the response of ET to land use change.Results show that the relative errors between the simulated ET and that calculated by using water balance equation were 3.81% and the index of agreement was 0.69.This indicates that Zhang’s ET model based on revised plant-available water coefficient is a scientific and practical tool to estimate the annual ET in the alpine area.The annual ET in 2000 in the study area was 221.2 mm,11.6 mm more than that in 1980.Average annual ET decreased from southeast to northwest,but the change of annual ET between 1980 and 2000 increased from southeast to northwest.As a vast and sparsely populated area,the population in the TRH region was extremely unbalanced and land use change was concentrated in very small regions.Thus,land use change had little effect on total annual ET in the study area but a great impact on its spatial distribution,and the effect of land use change on ET decreased with increasing precipitation.ET was most sensitive to the interconversion between forest and unused land,and was least sensitive to the interconversion between cropland and low-covered grassland.  相似文献   

11.
This paper tries to qualitatively analyze land use and cover changes (LUCC) and accompanied soil degradation in China, the data of World Atlas of Agriculture in 1969, Land Cover Data of Asia in 1992 and Global Assessment of Human Induced Soil Degradation in 1992, etc. have been used. From 1960' s to 1990's, the area of forestland had increased, arable land and paddy as well as grassland had significantly decreased in China. The major type of soil degradation is due to water erosion, which is widely distributed especially in Loess Plateau and in Southeast and Southwest China, this happened in forestland, grassland and arable land and mainly resulted from deforestation. The secondary type is wind erosion, which is mainly distributed in Northwest China, it happened in arable land and grassland and was caused by overgrazing. Chemical deterioration is distributed in North and Northwest China, which happened in paddy, arable land and grassland. Physical deterioration only concentrated in local area in North China, it happened in arable and paddy. Chemical and physical deteriora-tion mainly resulted from unreasonable activity. Because of different human activities, different LUCC and different natural conditions, the types and strength of soil degradation can be different.  相似文献   

12.
中国海岸带土地利用遥感制图及精度评价   总被引：1，自引：0，他引：1  
土地利用遥感制图结果是支撑全球气候变化和区域可持续发展等领域科学研究不可或缺的重要基础数据,而制图精度方面的评价信息则决定土地利用遥感制图结果的完整性、可靠性、可用性、可控性和可传播性。本文概述2000、2005、2010和2015年多时相中国海岸带土地利用遥感制图的数据源和技术方法,针对2010年和2015年制图结果,基于Google Earth高分影像通过目视判读获得精度评价所需的参考数据,进而建立混淆矩阵并评估制图的精度。结果表明：① 2010和2015年中国海岸带土地利用遥感制图结果的总体精度分别为95.15%和93.98%,Kappa系数分别为0.9357和0.9229,表明2个时相遥感制图结果的精度总体较好;② 中国海岸带土地利用遥感制图结果的精度水平存在较为显著的区域差异,2010年时相江苏沿海区域的精度最高,2015年时相津冀沿海区域、上海市、海南省和台湾省的精度均比较高,2个时相均以福建省沿海区域的精度最低;③ 中国海岸带土地利用遥感制图结果的精度水平存在显著的类型差异,总体上,耕地、林地、草地和滨海湿地的分类精度较高,而建设用地、内陆水体和人工咸水湿地的分类精度则相对较低,未利用土地则是错分最严重的类型;④ 耕地与林地之间、建设用地与草地之间相互误分比较显著,内陆水体容易被错分为耕地、林地和建设用地,人工咸水湿地容易被误分为耕地和建设用地,未利用土地容易被误分为耕地,这些都是未来时期数据持续更新过程中应该重视的问题。本文有望为海岸带土地利用变化遥感监测和科学研究提供必要的支持。  相似文献   

13.
As the important reserve land resources for food production,saline-alkali land should play a significant role to ensure the national food security in the context of global food crisis. The western Songnen Plain is one of main distribution regions of saline-alkali land in China,with great potential in agricultural development. In this study,the extent,transformation,spatial distribution and temporal change of saline-alkali land in the western Songnen Plain during 1954–2005 were investigated by using remote sensing and GIS spatial analysis methods. Saline-alkali land change was detected from a temporal series of topographic maps in 1954,satellite images of Landsat MSS in 1976,Landsat TM/ETM in 1988,2000 and 2005 through artificial visual interpretation. The results indicated a significant expansion in saline-alkali land area and aggravation in salinization. The area of saline-alkali land had increased from 401.48×103 ha in 1954 to 1 097.45×103 ha in 2005. While the ratio of light,moderate and serious salinized land areas changed from 6.72︰2.92︰1.00 to 1.25︰1.06︰1.00 in the study period. Grassland,cropland,swampland and water body were the major land use and land cover types from which saline-alkali land transformed. And the secondary salinization occured mainly in Da′an City,Tongyu County,Changling County,Daqing City,Dorbod Mongolian Autonomous County and Zhaoyuan County. Finally,seven large ecoregions and 14 corresponding sub-ecoregions were delineated out based on spatio-temopral dynamic characteristics of saline-alkali land and geo-relational environmental attributes. According to the results,measures of amelioration and ways of development of saline-alkali land in the western Songnen Plain were put forward.  相似文献   

14.
Land change science （LCS） strives to understand and model land-use change, which will further advance the understanding of multiple issues in the socio-ecological systems. Based on GIS/RS techniques, autologistic model, and household survey method, this study investigated major land use changes and their causes from 1978 to 2008 in Uxin Banner （county-level）, Inner Mongolia in China and then developed an understanding of the relationships between household livelihood and land-use pattern. Results showed that cultivated land increased from 1988 to 2000, and leveled offafter 2000. Built-up land increased stably for the period 1978 2008. The change of grassland and bare land differed among the three periods. From 1978 to 1988, grassland increased by 23.3%, and bare land decreased by 20.48%. From 1988 to 2000, bare land expanded by 1.7%, but grassland declined by 1.3%. From 2000 to 2008, an increase in grassland area by 1.8% was observed, but a decrease in bare land area by 9.0% was witnessed. The autologistic models performed better than logistic models as indicated by lower Akaike Information Criterion （AIC） values. Factors associated with human activities significantly correlated with the change of cultivated land, forest land, grassland, and built-up land. The produce prices and extensive cultivated land use are major issues in the farming area. This study suggests that completing land circulation systems and maintaining the stability of price are effective solutions. By contrast, reclamation and overgrazing are major concerns in the pastoral areas. Implementing environmental policies effectively, transferring population out of rural pastoral areas, and developing modem animal husbandry are effective ways to address these issues.  相似文献   

15.
河道湿地是流域生态系统中,位于水陆交错地带,关联陆地生态系统和水生生态系统的桥梁和纽带,对蓄水滞洪、净化水质和水土保持,以下维持生物多样性和生态平衡起重要的作用。本文采用1986、1996、2000、2006和2015年5期Landsat遥感影像数据对刘家峡以下黄河上游湿地进行湿地解译提取,并利用空间统计分析法、转移矩阵法和质心位置变化法对刘家峡以下黄河上游河段河道湿地演变规律以及驱动力因素进行研究。结果表明,1986-2015年,黄河上游河道湿地面积从17.3万hm2逐渐减少到12.2万hm2,减少了29.0%。研究区土地利用类型的转移主要发生在河流、裸滩、草本湿地与耕地的相互转化上。过去30年嫩滩湿地的变化幅度远大于老滩湿地,嫩滩湿地面积从1986年的15.46万hm2减少到2015年的10.41万hm2,减少了32.7%,嫩滩湿地演变规律为天生湿地型之间的相互演变,即河流-裸滩-沼泽湿地。而老滩湿地面积基本处在稳定状态,面积范围在1.84~2.28万hm2之间,具有天然湿地-人工湿地与天然湿地-农业用地的演变规律特征。水渠湿地、坑塘湿地和森林湿地质心位置变化较为突出,由单一类型动态度分析可知,研究区自然湿地萎缩、城镇化加速、河流水面面积减少加快。以上分析结果与研究区气温、水利水电工程、灌溉用水、凌汛期冰情以及城镇化程度均有关,与降雨量无明确关系。  相似文献   

16.
１　ＩＮＴＲＯＤＵＣＴＩＯＮＴｈｅｒｅｃｅｎｔａｎｄｆｕｔｕｒｅｄｅｖｅｌｏｐｍｅｎｔｏｆｓｐａｃｅｂａｓｅｄｒｅｍｏｔｅｓｅｎｓｉｎｇｔｅｃｈｎｏｌｏｇｙｈａｓｂｒｏｕｇｈｔａｒｅｆｏｒｍａｔｉｏｎｔｏｒｅｓｅａｒｃｈｗｏｒｋａｓｗｅｌｌａｓｆｏｒｍｕｌａｔｉｎｇｓｕｉｔａｂｌｅｐｏｌｉｃｙｆｏｒｐｏｐｕｌａｔｉｏｎ，ｒｅｓｏｕｒｃｅｓ，ｅｎｖｉｒｏｎｍｅｎｔａｎｄｄｅｖｅｌｏｐｍｅｎｔ．Ｔｈｒｏｕｇｈｒｅａｌｔｉｍｅａｎｄｐｅｒｉｏｄｉｃｏｂｓｅｒｖａｔｉｏｎｓｏｆａｌａｒｇｅａｒ…  相似文献   

17.
土地利用/土地覆盖受人类活动和城市的快速扩张的影响发生了巨大的变化,这种变化对生态环境和地表景观的影响极大。土地利用/土地覆盖的变化过程既受自然、经济等多种因素的影响,也是人类活动规律和自然因素制约的外部表征。因此研究土地利用/土地覆盖的变化过程具有重要的意义。土地利用/覆盖变化的监测和分析,在传统的方法中侧重于分别对各个时空快照上土地利用结构的整体差异的研究,割裂了不同快照间土地利用单元在演化过程上的有机联系。本文以序列土地利用数据构成的土地变化过程为核心研究对象,在土地变化过程的最邻近时空距离度量的基础上,开展基于蒙特卡洛随机模拟的土地变化过程的时空聚集性度量,量化分析土地利用变化过程时空聚集模式的显著性。使用淮南市市辖区2008-2017年土地利用数据,选取典型的时空演化类型(任意2年间从"耕地"演变为"草地")进行实证研究,结果表明此类土地变化过程在过去10年呈现出时空聚集模式,但统计上并不显著。本文的研究有利于把握土地利用单元在时空上的演变过程,探查土地利用变化过程中潜在的时空演化模式。  相似文献   

18.
精细尺度下多时间序列土地利用时空演变分析是当前研究的一个趋势,本研究基于2005、2007、2009、2011、2013年5期土地利用数据采用自组织映射方法分析了北京市乡镇级多时间序列土地利用的时空演变规律,实现了乡镇尺度下多时间序列土地利用数据的时空一体化表达和对比分析。通过构建自组织映射神经网络,利用其聚类和降维可视化功能对5个监测时期的土地利用数据同时进行训练,在其输出面板可以发现不同土地利用类型的分布聚集模式以及相互之间的结构比例关系,并对输出神经元进行二次聚类以及土地利用变化轨迹分析,展示出北京市乡镇级5个监测时相的土地利用时空演变规律。结果揭示出北京市平原区、山区及二者过渡的山前结合带的各自不同的土地利用时空变化轨迹与模式：北京市平原区向高建设用地比例的土地利用结构方向演变,山区向高林地比例的土地利用结构方向演变,而山前结合带的土地利用时空演变较为复杂。  相似文献   

19.
为揭示土地利用空间格局的动态变化,本文基于土地利用转移矩阵,从类型间的空间转移过程出发,构建了置换变化与代换变化的计算模型,并对其2种变化进行了分析。置换变化是2种类型之间以相同面积发生空间位置的置换过程,且各种类型的数量结构保持不变;代换变化则是所研究类型的数量结构保持不变,而与之转换的其他类型数量上的增加或减少;从而将单一类型的总变化进一步细分为置换变化、代换变化与净变化。以晋江流域1985年与2006年2期土地利用格局的变化为例进行分析,结果显示：在1985-2006年间,晋江流域的土地利用空间格局发生了显著变化;园地、建设用地、未利用地呈现扩张态势,草地与旱地呈现萎缩变化,水域变化不大;这6种地类的交换变化面积相对较少,以置换变化为主。水田与林地则主要表现为空间位置的交换变化,其中,水田呈现出与林地、旱地2种类型之间的置换变化,而林地则主要是园地-林地与林地-草地这2对类型间的代换变化。结果表明,通过置换变化与代换变化的分析,更细化了各种类型之间的动态变化过程。  相似文献   

20.
Land-use change is an important aspect of global environment change. It is, in a sense, the direct result of human activities influencing our physical environment. Supported by the dynamic serving system of national resources, including both the environment database and GIS technology, this paper analyzed the land-use change in northeastern China in the past ten years (1990–2000). It divides northeastern China into five land-use zones based on the dynamic degree (DD) of land-use: woodland/grassland — arable land conversion zone, dry land — paddy field conversion zone, urban expansion zone, interlocked zone of farming and pasturing, and reclamation and abandoned zone. In the past ten years, land-use change of northeastern China can be generalized as follows: increase of cropland area was obvious, paddy field and dry land increased by 74.9 and 276.0 thousand ha respectively; urban area expanded rapidly, area of town and rural residence increased by 76.8 thousand ha; area of forest and grassland decreased sharply with the amount of 1399.0 and 1521.3 thousand ha respectively; area of water body and unused land increased by 148.4 and 513.9 thousand ha respectively. Besides a comprehensive analysis of the spatial patterns of land use, this paper also discusses the driving forces in each land-use dynamic zones. The study shows that some key biophysical factors affect conspicuously the conversion of different land-use types. In this paper, the relationships between land-use conversion and DEM, accumulated temperature (⩾10°C) and precipitation were analysed and represented. We conclude that the land-use changes in northeast China resulted from the change of macro social and economic factors and local physical elements. Rapid population growth and management changes, in some sense, can explain the shaping of woodland/grassland — cropland conversion zone. The conversion from dry land to paddy field in the dry land — paddy field conversion zone, apart from the physical elements change promoting the expansion of paddy field, results from two reasons: one is that the implementation of market-economy in China has given farmers the right to decide what they plant and how they plant their crops, the other factor is originated partially from the change of dietary habit with the social and economic development. The conversion from paddy field to dry land is caused prmarily by the shortfall of irrigation water, which in turn is caused by poor water allocation management by local governments. The shaping of the reclamation and abandoned zone is partially due to the lack of environment protection consciousness among pioneer settlers. The reason for the conversion from grassland to cropland is the relatively higher profits of farming than that of pasturing in the interlocked zone of farming and pasturing. In northeastern China, the rapid expansion of built-up areas results from two factors: the first is its small number of towns; the second comes from the huge potential for expansion of existing towns and cities. It is noticeable that urban expansion in the northeastern China is characterized by gentle topographic relief and low population density. Physiognomy, transportation and economy exert great influences on the urban expansion. Foundation item: Under the auspices of Knowledge Innovation program Key Project of the Chinese Academy of Sciences (KZCX-2-308). Biography: LIU Ji-yuan (1947 - ), male, a native of Shanghai Municipality, professor, Director General of Institute of Geographical Sciences and Natural Resources Research, the Chinese Academy of Sciences. His research interests include environment and resources, remote sensing and geography.  相似文献   

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