Tree species identification within an extensive forest area with diverse management regimes using airborne hyperspectral data     

《International Journal of Applied Earth Observation and Geoinformation》2020

Information on tree species composition is crucial in forest management and can be obtained using remote sensing. While the topic has been addressed frequently over the last years, the remote sensing-based identification of tree species across wide and complex forest areas is still sparse in the literature. Our study presents a tree species classification of a large fraction of the Białowieża Forest in Poland covering 62 000 ha and being subject to diverse management regimes. Key objectives were to obtain an accurate tree species map and to examine if the prevalent management strategy influences the classification results. Tree species classification was conducted based on airborne hyperspectral HySpex data. We applied an iterative Support Vector Machine classification and obtained a thematic map of 7 individual tree species (birch, oak, hornbeam, lime, alder, pine, spruce) and an additional class containing other broadleaves. Generally, the more heterogeneous the area was, the more errors we observed in the classification results. Managed forests were classified more accurately than reserves. Our findings indicate that mapping dominant tree species with airborne hyperspectral data can be accomplished also over large areas and that forest management and its effects on forest structure has an influence on classification accuracies and should be actively considered when progressing towards operational mapping of tree species composition.  相似文献   

中国海洋生态环境特征分析          下载免费PDF全文

林天维  孙子钧  柴清志  严志宇  孙冰 《海洋开发与管理》2020,37(5):36-40

随着社会不断地发展，资源需求不断增加，海洋生态环境污染日益严重的问题开始逐渐显现出来。文章对近18年的相关数据进行计算研究，从水体质量、富营养化、赤潮情况等方面对我国海洋水体环境进行了分析，指出虽然我国四大海区水质问题逐年改善，但南海的近岸污染问题、东海和渤海的赤潮问题等仍需加以重视。文章的大量数据分析为我国建立更符合国情的海洋生态环境治理决策提供了参考。  相似文献   

临震前地壳变形不动点现象与机制研究     

牛安福  张凌空  章静  李媛  赵静  闫伟  岳冲  苑争一 《大地测量与地球动力学》2020,40(1):1-6

在综合分析国内外地形变前兆研究现状的基础上,结合汶川8.0级地震前GPS、应变、重力等研究结果,提出临震前震源区域可能出现变形不动点现象。地壳变形过程中的不动点现象是临震前区域应力场进入临界状态的重要标志,是地震潜在危险区域划定的重要依据。借助不动点理论,给出汶川地震前变形不动点集合的演化,结合大区域地震活动空区与远场显著形变异常分布,探讨变形不动点现象发生的动力学背景,验证了汶川地震前地壳变形的不动点现象是大区域应力场有序运动的结果。  相似文献   

九寨沟Ms7.0地震的同震形变场误差研究及断层滑动分布反演     

庄春晓  王仕祥  王仲想 《测绘与空间地理信息》2020,(3):211-214,224

北京时间2017年8月8日四川省九寨沟发生Ms7.0级地震。为了提高断层滑动分布反演的可靠性,本文利用升降轨InSAR数据联合反演断层滑动分布,再根据模拟形变值二次反演,对比反演结果来探讨升降轨形变场误差和确定断层滑动分布的结果。结果表明,九寨沟升轨同震形变场的质量较好,降轨形变场受余震、震后粘弹性松弛效应影响明显,利用模拟形变值二次反演确定的断层滑动分布可靠性更高。  相似文献   

Ecological Worldview as the Central Component of Environmental Concern: Clarifying the Role of the NEP     

Chenyang Xiao  Riley E. Dunlap  Dayong Hong 《社会与自然资源》2019,32(1):53-72

This study examines whether an ecological worldview—operationalized by the New Ecological Paradigm (NEP) Scale--serves as the source of coherence of Environmental Concern (EC). Using data on four samples from the 1992 Gallup “Health of the Planet” Survey and the 2003 and 2010 Chinese General Social Surveys, we found that in all samples not only is the NEP the most powerful predictor of EC, but it also mediates the effects of socio-demographic variables on EC as hypothesized. The results confirm that the NEP is the source of coherence of EC, making it a meaningful construct.  相似文献   

Cryospheric Changes and Their Impacts on Water Resources in the Belt and Road Regions     

Shichang Kang  Wanqin Guo  Tonghua Wu  Xinyue Zhong  Rensheng Chen  Min Xu  Jinlei Chen  Ruimin Yang 《地球科学进展》2020,35(1):1-17

“Belt and Road” regions include Asia, Europe and eastern and northern Africa, with a wide spatial distribution. The cryosphere is undergoing rapid changes in the Belt and Road regions with global warming, and has an important impact on water resources, ecosystems and Arctic waterways in these regions. This article reviewed recent cryospheric changes and associated impacts on water resources in the Belt and Road regions during the last decades. The main cognitions are as follows: \mathrm{①} Most glaciers are shrinking and glacier mass balances are most negative, but there are regional differences in the changes of glaciers. \mathrm{②} Global temperature rise has resulted in permafrost degradation, including a rise in permafrost temperature and decreasing permafrost thickness as well as an increase in active layer thickness. \mathrm{③} There is a significant decrease in snow cover extent and an increase in snow depth. Snow cover duration has shortened, the onset of snow cover has delayed, and the end of snow cover has advanced. However, there are still obvious regional differences in the changes of snow cover. \mathrm{④} Arctic sea ice has declined precipitously in both extent and thickness in summer, and multi-year sea ice has decreased，indicating the precipitous retreat of sea ice. The freeze-up date of some lakes has been delayed, the break-up date has advanced, and the ice cover duration of river/lake ice has significantly shortened. \mathrm{⑤} Glacial runoff has increased significantly in China. Snowmelt and permafrost degradation have also increased the basin runoff, which indicates the important impact of cryospheric changes on runoff. This study will provide a baseline and important scientific support for addressing climate change and regional sustainable development.  相似文献   

基于KiK-net数据的偏振分析方法计算震中方位角影响因素分析     

范涛  李山有  陈志高  宋晋东  卢建旗 《大地测量与地球动力学》2019,39(2):215-220

基于日本KiK-net强震动观测记录，以提高计算震中方位角的准确性为目标，研究记录参量（加速度、速度、位移）、计算时间窗和滤波频带对偏振分析方法计算震中方位角结果的影响。结果表明，在该研究的地震数据条件下，采用位移记录、计算时间窗为1 s、滤波频带取0.1~20 Hz时，可以获得最佳的震中方位角计算结果，震中方位角的计算偏差为45°时所占比例为88%。  相似文献   

小冰期时中国南方地区降水模式的差异研究   总被引：1，自引：0，他引：1  

肖思雅  李廷勇  陈朝军  黄冉  王涛  吴尧  徐玉珍  邱海英  黄洋阳  李俊云 《地质论评》2021,67(1):56-67

小冰期是过去一千年中全球气候变化的重要事件之一。关于小冰期时中国季风区和西风影响区气候变化的对比研究众多,但是缺乏中国南方地区降水模式时空差异的研究,难以了解中国南方地区降水变化规律。为了系统地了解小冰期时中国南方地区降水的复杂性,本文将中国南方地区划分为东南—华南沿海地区、中部地区以及西南地区三个区域,总共选取了19条高分辨率的古气候记录进行对比研究,主要有以下几点认识:(1)相对于中世纪暖期而言,小冰期期间中国南方东南—华南沿海地区的气候偏湿,这可能与雨带在中国南方的滞留时间延长和沿海地区受台风的影响增强有关。(2)中国中部地区秦岭南麓和神农架高山林区在小冰期时期主要呈"冷湿"的模式,差异在于秦岭南麓区域主要在小冰期中后期偏湿,这与中部其他区域偏"冷干"的模式不同。这种区域差异可能是由于地形地势和大气环流的复杂性导致。(3)中国西南地区受印度夏季风和东亚夏季风的共同影响,且该区域地形复杂,其气候变化在小冰期时期存在更加明显的空间差异,没有呈现出比较一致的降水模式。与小冰期期间的降水变化不同的是,近30年东南—华南沿海地区除了台湾和雷州半岛,其他区域降水明显减少,可能受气温和人类活动等因素的影响。通过结合高分辨率的古气候记录,我们系统分析了中国南方小冰期的干湿模式在时空上的差异及其可能的影响因子,这对于认识小冰期时中国南方不同区域降水的复杂性及未来旱涝灾害的防控具有一定意义。  相似文献   

喜马拉雅淡色花岗岩——关键金属Sn-Cs-Tl的富集机制     

高利娥  曾令森  严立龙  高家昊  赵令浩 《岩石学报》2021,37(10):2923-2943

关键金属是全球高科技产业不可或缺的战略性资源,其富集机制和成矿作用是目前国际矿床学研究的热点之一。我们对喜马拉雅带吉隆和亚东地区淡色花岗岩开展系统的地球化学研究,发现侵入到藏南拆离系的淡色花岗岩含有较高的Sn、Cs、Tl、Be、W、B、Li和Bi。全岩元素地球化学分析表明,这些淡色花岗岩具有如下特征：（1）富集关键金属元素;（2）为原始岩浆经历斜长石、锆石、独居石、磷灰石、云母分离结晶作用后的残余熔体;（3）关键元素的富集和矿化与花岗岩高度分离结晶作用密切相关。随着分异程度的增强,岩浆变为富挥发分的高SiO₂体系,关键金属元素在残余熔体中富集,并且最后可能形成具有工业价值的矿床。由于地球化学特征的相似性,Cs和Tl呈类质同象替代钾、铷进入云母中。富集关键金属元素的花岗岩在时间上和空间上属于与藏南拆离系相关的同构造侵位花岗岩,藏南拆离系的活动促使了原始岩浆的广泛分离结晶作用,以及后期的关键金属元素（如Rb、Cs和Tl）的富集。  相似文献   

江西大湖塘矿田两期岩浆作用与钨成矿的关系:来自锆石矿物地球化学的证据   总被引：1，自引：0，他引：1  

李宏伟  赵正  陈振宇  郭娜欣  甘加伟  李小伟  尹政 《岩石学报》2021,37(5):1508-1530

大湖塘矿田是我国新发现的世界级钨多金属矿产资源基地,位于江南造山带中段,地处九岭山脉北部的武宁、修水、靖安三县交界区域,面积约500km~2,储藏着近二百万吨WO_3资源(伴生Cu和Mo)。该区以晋宁期花岗岩类的大面积出露为特色,而燕山期花岗岩为全隐伏,前者作为矿田最主要的细脉-浸染型白钨矿的赋存载体,后者则在成岩时代上与钨成矿时间基本一致。两期岩浆岩对区内大规模钨成矿作用的贡献问题,及其内在成因联系问题具有重要的研究意义。本文在矿田地质和岩石地球化学研究基础上,以锆石的矿物地球化学研究为切入点,对晋宁期和燕山期花岗岩类的年代学、Hf同位素、微量元素特征进行系统的对比研究。结果显示,大湖塘矿田石门寺花岗岩成岩时代为147.7Ma、靖安钨矿成矿时代为134.9Ma、赋矿花岗岩成岩时代为815.8Ma,两个时代的岩浆岩均为过铝质S型花岗岩系列;更有意义的是,燕山期花岗岩(石门寺)中发现多颗继承锆石,且继承锆石与晋宁期岩浆锆石具有相近的Hf同位素和微量元素组成,这指示燕山期花岗岩与晋宁期花岗岩具有亲缘关系,包括晋宁期花岗岩在内的中新元古代基底岩石可能参与了该区中生代花岗岩的源区重熔。锆石微量元素特征表明,这两期重熔的岩浆结晶温度都在700℃左右,经历了低氧逸度、水近饱和条件下的熔融。晋宁期花岗岩富含W、Ca等成矿所需元素,在中生代华南岩石圈地幔上涌导致的中上地壳大规模熔融的背景下,燕山期岩浆期后含矿热液与晋宁期花岗岩围岩发生交代,成为本区大型白钨矿为主的钨多金属矿床形成的必要条件。  相似文献