Integrating environmental variables and WorldView-2 image data to improve the prediction and mapping of Thaumastocoris peregrinus (bronze bug) damage in plantation forests     

《ISPRS Journal of Photogrammetry and Remote Sensing》2014

This study integrated environmental variables together with high spectral resolution WorldView-2 imagery to detect and map Thaumastocoris peregrinus damage in Eucalypt plantation forests in KwaZulu-Natal, South Africa. The WorldView-2 bands, vegetation indices and environmental variables were entered separately into PLS regression models to predict T. peregrinus damage. The datasets were then integrated to test the collective strength in predicting T. peregrinus damage. Important variables were identified by variable importance (VIP) scores and were re-entered into a PLS regression model. The VIP model was then extrapolated to map the severity of damage and predicted T. peregrinus damage with an R² value of 0.71 and a RMSE of 3.26% on an independent test dataset. The red edge and near-infrared bands of the WorldView-2 sensor together with the temperature dataset were identified as important variables in predicting T. peregrinus damage. The results indicate the potential of integrating WorldView-2 data and environmental variables to improve the mapping and monitoring of insect outbreaks in plantation forests. The result is critical for plantation health monitoring using a new sensor which contains important vegetation wavelengths.  相似文献   

低轨卫星通信系统星座设计与性能仿真     

刘绍奎  ;刘虎东 《全球定位系统》2014,(3):19-23

低轨卫星通信系统在通信领域发挥着越来越重要的作用。针对不同类型星座覆盖能力和星际链路建立条件存在的差异,设计了极轨道和倾斜圆轨道低轨卫星星座,利用STK验证了两种星座的覆盖能力和星际链路AER特性,利用NS2对两种星座卫星网络的时延、吞吐量和丢包率等性能指标进行了仿真,并对所得数据进行了对比分析,结果表明：在由32颗卫星（轨道高度1450 km ）构成的低轨星座中,极轨星座的全球覆盖能力、星际链路建立条件和卫星网络性能优于倾斜圆轨道星座,更适合于构建全球低轨卫星通信系统。  相似文献   

融合随机森林模型和6种水体指数的上海市水体信息提取     

崔青林  汪鸣泉  黄永健 《测绘通报》2022,(2):106-109

为快速、准确地掌握水体分布信息,本文以上海市为研究区,基于多时相Sentinel-2卫星数据构建水体提取特征集,并采用效率高、稳健性好的随机森林模型,对研究区内的水体进行提取。水体提取特征集在现有光谱波段特征的基础上加入6种水体指数,分别为NDWI、MNDWI、AWEI_sh、WI₂₀₁₅、SWI和RWI,旨在提高水体提取精度。针对10个光谱波段特征及6种水体指数,设计了8种试验方案探究加入水体指数对于水体提取的作用。结果表明,将6种水体指数全部加入的方案精度最高,为97.910%;NDWI和RWI能提高水体提取精度、降低漏提率和误提率。  相似文献   

基于ICESat-2 ATLAS数据的DEM高程精度评价     

丁夏萌  张继贤  郭婧  张鹤  常亚茹 《测绘通报》2022,(12):84-90

为探究ASTER GDEMV3、SRTM1 DEM和AW3D30 DEM 3种开源DEM数据的高程精度,本文以高精度ICESat-2 ATLAS测高数据为参考数据,利用GIS统计分析、误差相关分析及数理统计对DEM的高程精度进行对比评价。结果表明：①AW3D30的质量最稳定;SRTM1 DEM在平原精度最高;在高原山地精度由高到低依次为AW3D30 DEM、ASTER GDEMV3、SRTM1 DEM。②DEM数据高程精度受地表覆盖影响较大,且与地形因素密切相关,在相同地表覆盖的两个研究区中DEM数据高程精度表现情况不一致,SRTM在平原地表覆盖下精度表现最好,平均误差为3.15 m,AW3D30 DEM在山地地表覆盖下精度表现最好,平均误差为7.61 m。③坡度对DEM数据的高程精度影响较大,在两个研究区3种DEM数据的高程误差均随坡度的增加而增加;坡向对DEM数据的高程精度影响较小,未发现明显的规律。  相似文献   

低孔低渗储层渗透率测井解释模型研究     

张鹏  张小莉 《地下水》2014,(2):74-76

采用岩心分析数据与测井曲线相结合的方法,引入泥质含量参数配合声波时差进行多元线性回归分析。建立鄂尔多斯盆地研究区低孔低渗储层渗透率测井解释模型。根据泥质含量特征二次分类后进行多元线性回归,建立两个渗透率测井解释模型相关性良好,对应于研究区两种不同的沉积微相特征;测井解释渗透率与岩心实测渗透率匹配良好,解释模型满足研究区精度要求。在沉积微相背景约束条件下,对研究区储层选择合理参数多元线性回归建立渗透率测井解释模型,可以使低孔低渗储层渗透率解释达到良好应用效果。  相似文献   

云南省施甸县东山铅锌矿成因分析     

邢永辉  张岐能  杨剑洲  杨积转 《云南地质》2014,(2):188-193

云南省施甸县东山铅锌矿为一中型铅锌矿床.矿体赋存于二叠系沙子坡组,主要受近SN向的区域断裂F2和F18及次级断裂构造控制,岩石（性）控矿也十分明显,成矿与构造、深部断裂、岩浆热液活动密切相关.成矿地质背景及成矿地质条件有利,通过对矿床成因分析,展示了矿区较好的找矿前景和资源潜力.  相似文献   

南海北部神狐区域 SH2 站位甲烷水合物成藏动力学模拟研究     

关进安  梁德青  万丽华  谷任国 《工程地质学报》2014,22(5):997-1002

南海北部神狐区域海底的高丰度水合物储层与生物成因为主的甲烷气源表明该区域很可能是一种特殊的复合型海洋水合物系统,其成藏动力学机制有待进一步的研究和澄清。建立了一个耦合沉积层地质属性-流体流动过程-水合物反应动力学的传输-反应模型,区别了两种不同类型的水合物形成(分解)动力学过程:(1)在通常情况下溶解甲烷和游离气共同形成水合物,(2)特殊情况下游离气直接生成水合物,结果表明在神狐海域热力学环境下游离气形成水合物速度比溶解甲烷快约4倍,气体含量和动力学常数比值越大生成水合物越快,而对比水合物分布的模拟结果与实测数据表明该区域水合物储层聚集和产状很可能受到了其他地质活动的影响。  相似文献   

基于τ-p变换的地震道重构     

谢小国 《四川地质学报》2014,(4):625-627

基于τ-p变换原理,研究一种基于τ-p变换的地震数据重构方法,运用该方法对待重构道用零道替代,通过τ-p正反变换及一定的迭代处理实现地震道数据重构。理论模型与实际资料应用表明,基于τ-p变换的地震道重构方法效果明显,重构数据稳健。  相似文献   

http://www.sciencedirect.com/science/article/pii/S167498711400067X   总被引：1，自引：0，他引：1  

Timo G.Nijland  Daniel E.Harlov  Tom Andersen 《地学前缘(英文版)》2014,5(5):635-658

The Proterozoic Bamble Sector, South Norway, is one of the world＇s classic amphiboliteto granulite- facies transition zones. It is characterized by a well-developed isograd sequence, with isolated ＇granulite-facies islands＇ in the amphibolite-facies portion of the transition zone. The area is notable for the discovery of C02-dominated fluid inclusions in the granolite-facies rocks by Jacques Touter in the late 1960＇s, which triggered discussion of the role of carbonic fluids during granulite genesis. The aim of this review is to provide an overview of the current state of knowledge of the Bamble Sector, with an emphasis on the Arendal-Froland-Nelaug-Tvedestrand area and off shore islands （most prominantly Tromay and Hisoy） where the transition zone is best developed. After a brief overview of the history of geological research and mining in the area, aspects of sedimentary, metamorphic and magmatic petrology of the Bamble Sector are discussed, including the role of fluids. Issues relevant to current geotectonic models for SW Scandinavia, directly related to the Bamble Sector, are discussed at the end of the review.  相似文献   

Decoupling of the East Asian summer monsoon and Indian summer monsoon between 20 and 17 ka   总被引：2，自引：0，他引：2  

Xiuyang Jiang  Yaoqi He  Chuan-Chou Shen  Shi-Yu Lee  Bang Yang  Ke Lin  Zhizhong Li 《Quaternary Research》2014

Marine Oxygen Isotope Stage (MIS) 2, with its profound environmental and climatic changes from before the last glacial maximum (LGM) to the last deglaciation, is an ideal period for understanding the evolution of the East Asian summer monsoon (EASM) and Indian summer monsoon (ISM), two Asian monsoon sub-systems. With 875 stable oxygen isotope ratios and 43 ²³⁰Th dates from stalagmites in Sanxing Cave, southwestern China, we construct and interpret a new, replicated, Asian summer monsoon (ASM) record covering 30.9–9.7 ka with decadal resolution. δ¹⁸O records from this site and other reported Chinese caves display similar long-term orbitally dominated trends and synchronous millennial-scale strong and weak monsoonal events associated with climate changes in high northern latitudes. Interestingly, Sanxing δ¹⁸O and Arabian Sea records show a weakening ISM from 22 to 17 ka, while the Hulu and Qingtian records from East and Central China express a 3-ka intensifying EASM from 20 to 17 ka. This decoupling between EASM and ISM may be due to different sensitivities of the two ASM sub-systems in response to internal feedback mechanisms associated with the complex geographical or land-ocean configurations.  相似文献