基于无人机多源遥感数据海岛植被叶面积指数协同反演研究     

吴剑  陈鹏  傅世锋  陈庆辉  潘翔  宋志晓 《海洋技术学报》2019,38(6):1-8

无人机多源遥感数据的获取、融合以及应用是当今研究的热点和难点。文中以城洲岛为例,针对海岛特殊的地理生态环境,获取无人机多源遥感数据。结合无人机多光谱遥感数据定量分析各遥感植被指数与植被叶面积指数(Leaf Area Index, LAI)的响应关系,构建单因子遥感反演模型;基于无人机激光LiDAR点云提取海岛植被冠层高度模型(Canopy Height Model,CHM),并将其作为自变量引入到多源统计回归分析中,从而构建多源遥感数据协同反演模型,对区域尺度下海岛叶面积指数(LAI)进行估算,开展验证和精度评价。结果显示,加入植被冠层高度因子的协同反演模型的判定系数R2为0.92,绝对平均误差系数为12.29%,预测精度要优于单因子反演模型(判定次数R2为0.86,绝对平均误差系数19.95%)。研究表明,加入了植被冠层高度因子的协同反演模型能在一定程度上提高乔木植被LAI的预测精度。实践证明,无人机多源遥感技术在生态学定量研究中具有巨大的潜力和广阔的应用前景。  相似文献   

Sea state estimation using multiple ships simultaneously as sailing wave buoys     

《Applied Ocean Research》2019

The article presents initial ideas towards a network-based approach for sea state estimation used for marine operations and other maritime applications. In principle, all available means, ranging from in situ buoys, fleet of ships to remote sensing by satellite and aircraft, could be considered, emphasising that each means and any combinations among may act simultaneously. This study focuses on just one of the means; the use of ships as sailing wave buoys. The article introduces the wave buoy analogy, i.e. ship-as-a-wave-buoy, and it makes a proposal on how to impose (different) weights to the single ship-specific wave spectrum estimates obtained from multiple ships. Moreover, the work includes a discussion about the importance to associate a measure to reflect the (un)certainty of the wave spectrum estimate. The article presents a numerical case study, where multiple ships act simultaneously as wave spectrum-estimators. The case study relies on numerical motion simulations, as appropriate full-scale data is not yet available. In the analysis, it is shown that the use of simultaneous data from multiple ships leads to more accurate wave spectrum estimations.  相似文献   

Simulated impacts of irrigation on evapotranspiration in a strongly exploited region: a case study of the Haihe River basin,China          下载免费PDF全文

Huimin Lei  Dawen Yang  Hanbo Yang  Zaijian Yuan  Huafang Lv 《水文研究》2015,29(12):2704-2719

Irrigation is the major water supply for crop production in water‐limited regions. However, this important water component is usually neglected or simplified in hydrological modelling primarily because information concerning irrigation is notably difficult to collect. To assess real effects of irrigation on the simulation of evapotranspiration (ET) in water‐limited region, the Community Land Model version 4 was established over a typical semi‐humid agricultural basin in the northern China – the Haihe River basin. In the irrigated cropland, incorporating an irrigation scheme can enhance the simulated ET and improve the simulation of spatial variability of soil moisture content. We found that different configurations in the irrigation scheme do not cause significant differences in the simulated annual ET. However, simulated ET with simulated irrigation differs clearly from that with observed irrigation in mean annual magnitude, long‐term trend and spatial distribution. Once the irrigation scheme is well‐calibrated against observations, it reasonably reproduces the interannual variability of annual irrigation, when irrigation water management is relatively stable. More importantly, parameter calibration should be consistent with the configuration of the source of irrigation water. However, an irrigation scheme with a constant parameter value cannot capture the trend in the annual irrigation amount caused by abrupt changes in agricultural water management. Compared with different remotely sensed ET products, the enhancement in the simulated ET by irrigation is smaller than the differences among these products, and the trend in simulated ET with the observed irrigation cannot be captured correctly by the remotely sensed ET. Copyright © 2014 John Wiley & Sons, Ltd.  相似文献   

Metrics to assess how longitudinal channel network connectivity and in‐stream Atlantic salmon habitats are impacted by hydropower regulation          下载免费PDF全文

Willem B. Buddendorf  Iain A. Malcolm  Josie Geris  Mark E. Wilkinson  Chris Soulsby 《水文研究》2017,31(12):2132-2142

Habitat fragmentation in channel networks and riverine ecosystems is increasing globally due to the construction of barriers and river regulation. The resulting divergence from the natural state poses a threat to ecosystem integrity. Consequently, a trade‐off is required between the conservation of biodiversity in channel networks and socio‐economic factors including power generation, potable water supplies, fisheries, and tourism. Many of Scotland's rivers are regulated for hydropower generation but also support populations of Atlantic salmon (Salmo salar L.) that have high economic and conservation value. This paper investigates the use of connectivity metrics and weightings to assess the impact of river barriers (impoundments) associated with hydropower regulation on natural longitudinal channel connectivity for Atlantic salmon. We applied 2 different weighting approaches in the connectivity models that accounted for spatial variability in habitat quality for spawning and fry production and contrasted these models with a more traditional approach using wetted area. Assessments of habitat loss using the habitat quality weighted models contrasted with those using the less biologically relevant wetted area. This highlights the importance of including relevant ecological and hydrogeomorphic information in assessing regulation impacts on natural channel connectivity. Specifically, we highlight scenarios where losing a smaller area of productive habitat can have a larger impact on Atlantic salmon than losing a greater area of less suitable habitat. It is recommended that future channel connectivity assessments should attempt to include biologically relevant weightings, rather than relying on simpler metrics like wetted area which can produce misleading assessments of barrier impacts.  相似文献   

遥感地质勘查技术与应用研究   总被引：14，自引：0，他引：14  

王润生  陈微  杨苏明  张瑞江  葛大庆  张晓坤  张振华  王品清  郭小方  李丽  熊盛青  聂洪峰  梁树能  齐泽荣  杨金中  闫柏琨  赵福岳  范景辉  童立强  林键  甘甫平 《地质学报》2011,85(11):1699-1743

遥感的发展极大地拓宽了人类的视野和视觉能力,以其宏观性、综合性、多尺度、多层次的特点,已成为地质研究和地质勘查不可缺少的技术手段,在地质调查、矿产勘查、地质环境评价、地质灾害监测和基础地质研究等方面都发挥了越来越大的作用.随着传感器分辨率(空间、光谱、时间、辐射)的不断提高,特别是高光谱和干涉雷达技术的发展,不仅极大地...  相似文献   

基于MORPAS的证据权重法在百顺地区铀成矿预测中的应用     

陈金声  吴现兴 《铀矿地质》2011,(5):302-308,320

以比例尺均为1∶50000的地质矿产图,土壤地球化学图,航放U含量、U/K等值线图建立空间数据库;经空间统计分析,应用MORPAS系统的证据权重法筛选证据层,以印支期岩体、200 m半径构造线缓冲区、岩浆岩组合熵等21个证据层作为预测变量;以广东省百顺地区为研究区,根据证据权重法所求得的后验概率圈出多个找矿远景区。  相似文献   

肥城矿区水资源分析及其调水概念模型设计     

廖爱民  黄鑫磊 《地下水》2011,33(5):183-186

本文从水资源保护利用的角度,提出了＂负水＂和＂压郁水＂的概念,通过对肥城矿区水资源量的评价和矿井涌水量的研究,认为,肥城矿区水资源潜力很大;通过对矿井水水质的评价,认为：肥城矿区＂压郁水＂水量大,直接排放将成为影响环境的＂负水＂。针对肥城矿区＂压郁水＂的现状,通过改造塌陷坑,利用生物净水技术,并结合地下水和地表水联合调...  相似文献   

基于ArcGIS图解建模的水系自动提取研究   总被引：1，自引：0，他引：1  

贺丹  曹佳云  付晓婷  唐新庄 《地下水》2011,33(3):128-130

以DEM数据为基础,根据水系自动提取原理和过程,利用ArcGIS模型生成器构造水系自动提取的图解模型,依次实现洼地填充、水流方向计算、汇流累积量计算、矢量河网的生成,从而完成自然水系的一步提取.  相似文献   

Micromine数字矿山模型在地质采矿中的应用     

刘振兴  赵向东  陈明勇  黄发梅  李刚 《云南地质》2011,30(4):460-463

Micromine软件是制作矿床三维立体模型的基础,三维立体模型的建立,有利于矿山进行资源储量的动态管理,实现矿山的"数字化"。应用澳大利亚Micromine软件,结合制作矿山模型,并实施在地质采矿中的应用。  相似文献   

水平层状岩体边坡动力响应中的结构面效应研究     

周剑  张路青  王学良 《工程地质学报》2011,19(3):352-358

根据应力波传播原理分析了水平层状岩体边坡中应力波传播特征,建立了应力波在该类边坡中传播的模型.利用离散元软件UDEC分析了不同频率垂向压缩应力波作用下边坡动力响应规律中的结构面效应.结果表明:边坡中的水平层面对坡顶的动力响应有明显影响.低频应力波作用下,水平层状岩体边坡坡顶的垂向峰值速度较均质坡体相同部位的峰值速度的增...  相似文献