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本文在分析黄河中上游研究区域ETM 遥感影像数据特征的基础上,利用遥感与地理信息系统软件处理遥感影像的方法,对图像数据进行了几何校正和融合处理,采用遥感图像多源信息复合、遥感图像解译专家系统和GIS技术相结合的解译方法.实现了湿地信息的提取,提取的总精度高达88.11%,Kappa系数为0.8764,比单纯的采用监督分类精度提高了20%,获得了理想的结果,为黄河中上游地区生态环境可持续发展提供决策支持。 相似文献
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Coral reefs are an sensitive-to-environment complex marine ecosystem. The ecosystem of corals is rich in biodiversity. Remote sensing offers a powerful tool for categorizing coral reefs and is the most cost-effective approach for the large-scale reef survey. The Dongsha Atoll, more than 300 km2 with an average depth of 10 m, is located at the northern continental margin of the South China Sea. It has been abused by destructive fishing during recent decades. Three satellite imageries (Quickbird2, ETM and SPOT5) are used to evaluate the capabilities of SPOT5 imagery to provide data that are useful for categorizing the current distribution of coral reefs therein. During the data processing, unsupervised classification functions are adopted for ETM and SPOT5 data, while the supervised classification method is used for Quickbird2. The classes are (or not) merged into coral reef, and then will be operated by vectorization, simplification, and topological analysis. There are 1 331 coral reefs larger than 100 m2 with a detection limit of 3×3 pixels at the multi-band data of Quickbird2, which is taken as the comparison baseline. The results extracted from SPOT5 and ETM images are less in number and area than those from the Quickbird2 image, whereas the results from SPOT5 data are better than those of ETM data at the silty lagoon due to its higher resolution. SPOT5 XS band 2 fails to distinguish the deep substrate inside the atoll compared with ETM data because of its poor penetration capability. Only SPOT XS band 1 cannot be used to differentiate coral reef from sand bottom. Merging the SPOT5 multi-bands data with the spatial resolution of SPOT5 pan-data and referring to ETM imagery are expected to provide an optimal satellite-based approach for mapping of coral reefs. 相似文献
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珊瑚礁生态系统是全球初级生产力最高的生态系统之一, 在维持海洋生物多样性、防浪固滩、资源供给等方面发挥着巨大作用。珊瑚礁遥感地貌分类体系是珊瑚礁保护、管理及可持续发展的必要基础, 但目前还未有结合珊瑚覆盖度进行分类的体系。本文基于WorldView-2高分辨率遥感影像, 以中国南海西沙群岛七连屿北部赵述岛和西沙洲所在礁盘作为研究区, 结合珊瑚覆盖度、区域地貌成分和水动力条件等指标, 建立了既适用于遥感监测又与珊瑚生存状况相关联的珊瑚礁地貌单元分类体系。同时, 利用面向对象的支持向量机(Support Vector Machine, SVM)和随机森林(Random Forest, RF)分类方法进行珊瑚礁地貌单元的信息提取, 并对分类结果进行精度评价。结果表明, SVM和RF两种分类方法均能较好地提取出珊瑚礁地貌单元, 分类精度分别为87.59%和79.81%。针对分类过程中出现的错分、漏分问题, 结合珊瑚礁成因和分布规律对分类结果进行修正, 修正后分类提取的精度达到91.3%, Kappa系数为0.9041, 表明本文构建的珊瑚礁地貌单元分类体系在一定程度上能满足当前珊瑚岛礁信息提取的需要。 相似文献
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基于WorldView-2和GF-2遥感影像的赵述岛礁坪底质变化研究 总被引：1，自引：1，他引：0
以西沙群岛海域赵述岛礁坪为研究区域,应用2010年的WorldView-2和2015年的GF-2两期高分辨率卫星遥感影像数据,结合现场水下珊瑚礁照片和视频资料,建立了赵述岛礁坪底质类型遥感分类体系,分别构建了针对WorldView-2遥感影像和GF-2遥感影像的珊瑚礁底质分类决策树模型,并通过对两期遥感影像的底质类型提取结果的变化分析,完成了赵述岛礁坪退化区域的提取。结果表明:(1)WorldView-2影像的分类决策树具有91%的总体分类精度和0.89的Kappa系数,GF-2影像的分类决策树具有更高的分类精度;(2)6年期间研究区大约1/4的珊瑚礁分布区发生了退化;(3)最突出的自然变化是礁前区大面积的珊瑚丛生区转变成藻脊,结合相关资料认为东北季风、热带气旋和温度上升的综合影响是驱动因素;(4)赵述岛西侧的藻脊、珊瑚沉积区大面积转化为珊瑚砂和深水区域,原因是航道和码头的开发活动。研究分析了6年间赵述岛礁坪底质的退化状况,并分析原因,为珊瑚礁底质分类提供方法,并为西沙群岛的珊瑚礁监测和保护提供了有效资料和手段。 相似文献
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珊瑚礁是海洋生态系统的重要组成部分,对保护海洋生物多样性以及维持海洋生态平衡具有重大意义。我国南海珊瑚岛礁自然资源丰富,准确、高效地提取珊瑚岛礁信息对南海岛礁监测、管理、规划与保护具有现实意义。本研究基于我国海洋一号C卫星（HY 1C）遥感数据,对西沙永乐群岛珊瑚礁信息进行了研究与分析,提出基于HY 1C遥感数据的珊瑚礁地貌分类体系。采用全卷积神经网络U Net模型,依次通过下采样、上采样操作提取西沙永乐环礁地貌特征,实现原始影像的像素级语义分割。结果表明：基于HY 1C数据建立的地貌分类体系对活珊瑚覆盖及珊瑚生长发育条件具有指示作用,提出的基于U Net模型的珊瑚岛礁地貌信息自动提取方法,能够为我国南海珊瑚岛礁生态系统的全自动、大范围监测和评价提供相应理论基础,在珊瑚礁生态管理与评价中发挥关键作用。精度验证结果表明：U Net模型可以有效提取珊瑚礁地貌信息,采用的地貌信息提取方法具备时空泛化能力,泛化精度高于80%。 相似文献
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南海珊瑚岛礁远离大陆且面积较小,高分辨率遥感技术已成为大范围进行珊瑚岛礁监测的重要手段,而建立适用的遥感分类体系和解译标志是进行珊瑚岛礁遥感监测的基础。本文综合考虑珊瑚岛礁的形成机制、珊瑚礁形态和高分辨率遥感影像上珊瑚岛礁图斑的可解译程度等因素,制定应用于珊瑚岛礁高分遥感监测的分类体系,将珊瑚岛礁分为珊瑚岛、沙洲、干出珊瑚礁、珊瑚暗礁、珊瑚暗沙和珊瑚暗滩6个一级类型;并在现场调查数据的辅助下,从遥感影像上的色、形、位等特征方面建立珊瑚岛礁不同类型的遥感解译标志,结果可服务于南海珊瑚岛礁的动态监测,进而为珊瑚岛礁的保护、可持续利用和安全管理提供数据支撑。 相似文献
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应用遥感手段开展海岛海岸带监测为海岸带资源开发利用提供科学的信息支撑。采用Radarsat-2数据,开展Cloude极化,获得分解参数,进行海岸带地物特性极化参数特性研究,在此基础上,以辽宁鲅鱼圈作为研究区域,运用神经网络方法开展海岸带信息分类提取研究。结果表明:极化目标分解理论对海岸带信息提取具有一定的应用潜力,采用基于H/α的分类方法能较好地区分单次散射的特征地物,但对于偶次散射和体散射的混合体,仅从极化特征参数还难以区分;综合利用极化散射特性及神经网络分类方法则可以有效进行分类,采用基于SPOT5数据的"我国近海海洋综合调查与评价专项"遥感调查成果为验证标准,精度达到88.5%。分类精度与训练样本有关,此外,海岸带区域地物分布往往较为复杂,对于复杂地物的散射机制研制,是下一步研究工作的重点。 相似文献
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Partial Pressure of Carbon Dioxide in Coral Reef Lagoon Waters: Comparative Study of Atolls and Barrier Reefs in the Indo-Pacific Oceans 总被引：1，自引：0，他引：1
Factors controlling the CO2 system parameters, including the partial pressure of CO2 (PCO2) in coral reef waters, were investigated in three mid-oceanic reefs of the Indo-Pacific region. Surface water PCO2 in the lagoons of Majuro Atoll and Palau barrier reef in the Pacific were 25 µatm and 48 µatm higher than those of the offshore waters, respectively, while South Male Atoll lagoon of the Maldives in the Indian Ocean exhibited relatively small difference in PCO2 compared to the offshore water. Observations from Majuro Atoll and Palau barrier reef are consistent with the view that calcium carbonate production predominates in coral reefs. On the other hand, results from South Male Atoll can be attributed to the thorough flushing of the lagoon, which is connected to the open ocean by numerous deep channels. The offshore-lagoon PCO2 difference depends on system-level net organic-to-inorganic carbon production ratio while reef topography, especially residence time of the lagoon, has a secondary effect on the magnitude of the offshore-lagoon difference. A potential for releasing CO2 might be more evident in an enclosed atoll where the reef water has a longer residence time. Oceanic atoll and barrier reef lagoons, which are in the terminal stage of evolutionary history of oceanic volcanic islands, have the potential to release CO2 to the atmosphere. 相似文献
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《Marine Policy》2017
Coral reefs provide important ecological services such as biodiversity, climate regulation, and cultural benefits through recreation and tourism. However, many of the world's reefs are declining, with Caribbean reefs suffering a significant decline in living corals over the past half century. This situation emphasizes the need to assess and monitor reef conditions using a variety of methods. In this study, a new method for assessing reef conditions to inform management using participatory mapping by coral reef “experts” in the U.S. Virgin Islands (USVI) is described. Occupational SCUBA divers were recruited (n=87) to map coral reef conditions, uses, and threats (stressors) using an internet-based mapping website. The data reveal an uneven geographic distribution of reef conditions in the USVI with the most frequently mapped perceived healthy reef characteristics being: large amount of physical reef structure (n=872 markers); endangered or threatened species present (n=721); and large amount of live coral cover (n=615). The greatest perceived threats were: invasive species (n=606); water pollution (n=234); and unsustainable fishing (n=200). Areas of important reef characteristics, perceived threats to reefs, and perceived recovery potential were plotted to identify areas requiring critical management attention. The authors found that perceptions of healthy reef conditions outnumbered perceptions of reef threats for nine of the ten most familiar coral reefs; the most frequent activity type within the coral reefs was tourism diving; and for the most familiar coral reefs, the divers perceived a high recovery potential. Given the novelty of participatory mapping methods to assess coral reefs, the strengths and weaknesses of the method is evaluated. The authors further propose a management typology for categorizing reef areas to inform their future management. In the absence of primary data, or, as a supplement to underwater surveys and remotely-sensed data on reef condition, participatory mapping can provide a cost-effective means for assessing coral reef conditions while identifying place-specific reef locations requiring management attention. 相似文献
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基于QuickBird影像上珊瑚礁发育状况监测实验研究 总被引：2，自引：0，他引：2
珊瑚礁生态系统具有很高的生物多样性和重要的生态功能。20世纪80年代以后全球范围内珊瑚礁的大面积退化引起了人们广泛的关注。利用高分辨多光谱QuickBird影像,基于珊瑚礁几何参数与发育指数对南沙典型岛礁发育进行遥感监测,在珊瑚礁体迎风面水域由破波形成的纹理特征表明了海面粗糙度与水下礁坪的发育特性。结果表明,南沙岛礁受地质与气候的影响发育程度不一,半月礁发育较好,发育指数为0.38,仙娥礁发育指数为0.27。建立几何参数等指标能够监测南沙珊瑚礁的发育状况,可对珊瑚礁的保护提供科学依据。 相似文献
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在全球珊瑚礁生态系统面临退化威胁的情况下,珊瑚礁生态修复工作成为人类帮助珊瑚礁恢复健康的重要手段之一,并且在全球各个珊瑚礁区域都得到广泛应用。我国近岸珊瑚礁生态系统退化严重,本实验探讨利用珊瑚移植技术在三亚市蜈支洲岛典型的近岸珊瑚礁环境下恢复造礁石珊瑚的覆盖率,希望推动企业参与海洋生态保护并从中受益。在与当地旅游公司的合作下,2017年6月移植6000株包括风信子鹿角珊瑚(Acropora hyacinthus)、美丽鹿角珊瑚(A.muricata)等8种造礁石珊瑚。经过3 a的生长,移植珊瑚的平均存活率为61.3%,修复区域造礁石珊瑚平均覆盖率从9.3%提升到35.3%,珊瑚覆盖率的提升主要归结于移植珊瑚个体的生长。从恢复效果来看,本次实验有效地恢复了珊瑚礁的珊瑚覆盖率,修复区域内珊瑚礁不仅健康状况有所恢复,同时水下景观得到改善,带动了相关企业参与海洋生态保护的积极性。本次研究结果证明了在我国近岸退化珊瑚礁中利用生态修复技术恢复珊瑚礁生态是可行和有效的。 相似文献
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Spatial discordance in fish,coral, and sponge assemblages across a Caribbean atoll reef gradient 
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下载免费PDF全文 Certain biodiversity patterns on coral reefs are generally consistent but we still lack fundamental insight into how assemblages vary across spatially heterogeneous reef systems. We compared fish, coral, and sponge assemblages across a symmetrical physiographical gradient (windward forereef, lagoon patch reef, leeward forereef) of the Glover's Reef atoll, Belize. Species richness of fishes and corals was highest in the deep habitat (15 m) on the windward forereef. Sponges were diverse and abundant on both deep windward and leeward forereefs but not on the exposed shallow (5 m) windward forereef. Fish and benthic assemblages were relatively distinct in each reef zone, with the lagoon patch reef communities consisting of a combination of leeward and windward species. Nevertheless, there were no clear patterns in community similarity matrices of fish and benthic assemblages, suggesting that overall coral and sponge assemblages had weak or no direct association with patterns in fish assemblages. A closer examination of fish trophic groups indicated that planktivores and predators were predictably associated with depth, whereas herbivores were associated with shallow protected reefs. None was specifically associated with spatial location along the atoll gradient. These patterns of diversity distribution are important for identifying spatial conservation priorities. A Marine Protected Area (MPA) at Glover's Reef encompasses substantial windward forereef and patch reef habitats. A much lesser extent of protection is afforded the leeward forereef that supports faunal assemblages that are unique and productive, if not as diverse as the windward forereef. Isolated coral atolls can serve as ideal systems to study spatial heterogeneity and biodiversity patterns, but more experimental studies are needed to reveal the mechanistic processes underlying these patterns. 相似文献
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海南铜鼓岭国家级自然保护区海域珊瑚的分布及其健康状况评价 总被引：1，自引：0，他引：1
沿铜鼓岭国家级自然保护区海岸南北两侧沿岸布设8个站位,采用断面监测法调查了珊瑚的种类多样性、覆盖率、死亡率和补充量等指标,并利用健康指数（CI）评估了铜鼓岭珊瑚礁生态系统的健康状况和遭受环境压力的程度.本次调查共发现铜鼓岭造礁石珊瑚11科23属40种,软珊瑚8种,造礁石珊瑚和软珊瑚覆盖率分别为13.8%和19.4%,该海域珊瑚礁生态系统保存较为完好和健康.铜鼓岭珊瑚的覆盖率呈现明显的空间分布特征,北侧珊瑚覆盖率为0.1%～9.8%之间,远低于南侧的水平（8.1%～66.1%）.从珊瑚补充量来看,铜鼓岭北侧珊瑚的恢复能力基本为零,而铜鼓岭以南的区域可以有0.4个/m^2珊瑚新个体.通过比较2006年以来珊瑚种类、覆盖率、死亡率、补充量、健康指数等方面的调查数据,认为铜鼓岭保护区的珊瑚礁生态系统得到有效保护,珊瑚礁生态系统处于健康状态. 相似文献
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Ihavandippolu, the northernmost atoll of the Maldives, experienced severe coral bleaching and mortality in 1998 followed by several bleaching episodes in the last decade. Coral cover in the 11 study sites surveyed in July–December of 2011 in the 3–5 m depth range varied from 1.7 to 51%. Reefs of the islands located in the center of Ihavandippolu lagoon have exhibited a very low coral recovery since 1998 and remain mostly degraded 12 years after the impact. At the same time, some reefs, especially in the inner part of the eastern ring of the atoll, demonstrate a high coral cover (>40%) with a dominance of branching Acropora that is known to be one of the coral genera that is most susceptible to thermal stress. The last severe bleaching event in 2010 resulted in high coral mortality in some sites of the atoll. Differences in coral mortality rates and proportion between “susceptible” and “resistant” taxa in study sites are apparently related to long-term adaptation and local hydrological features that can mitigate thermal impacts. Abundant herbivorous fish observed in the atoll prevent coral overgrowth by macroalgae even on degraded reefs. Despite the frequent influence of temperature anomalies and having less geomorphologic refuges for coral survivals than other larger Maldivian atolls, a major part of observed coral communities in Ihavandippolu Atoll exhibits high resilience and potential for further acclimatization to a changing environment. 相似文献
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As elsewhere in Indonesia, local inhabitants in the Pangkajene and Kepulauan (PANGKEP) Regency, Spermonde Archipelago area and along the south-west coast of Sulawesi traditionally regard the coral reefs as their livelihood source. Since human activities as well as natural disturbances pose major threats to the coral reefs, these livelihoods may also be at risk. Currently, no comprehensive information on the status and condition of coral reefs in this area is available for this resource management. We determined the changes of coral reef habitat over a period of 20 years from 1994 to 2014 using a satellite Landsat multi-temporal image substantiated with in situ measurement data collected in 2014. The spectral value of coral reefs was extracted from multi-temporal Landsat imagery data, while the diffuse attenuation coefficient of water was obtained by using statistical analysis between the ratio of live coral cover and the spectral value of the visible bands. By using the unsupervised classification integrated with the data ground truth, it is stated that there has been a decline in live coral cover over a period of 20 years from 7716 ha in 1994 to 4236 ha in 2014, with a degradation rate of 174 ha/year. Based on the results, the ratio of the coral cover in the coral reef transects varied from the average of 24% for live corals to 96% for coral rubbles, implying the degraded status of coral reefs in the study area. 相似文献
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西沙赵述岛海域珊瑚礁生态修复效果的初步评估 总被引：1，自引：0，他引：1
珊瑚恢复是一个协助退化、受损的珊瑚礁生态系统恢复的过程.近10 a来,西沙珊瑚礁生态系统不断退化,至2009年珊瑚覆盖率已下降至不足10%.针对西沙群岛珊瑚礁生态系统的退化状况,2011年12月于西沙赵述岛海域投放人工礁基并开展珊瑚移植实验,比较了人工修复区和自然恢复区1a后的修复效果.结果显示,投放礁基且进行珊瑚移植的区域,移植珊瑚的存活率不到10%;投放礁基但未进行珊瑚移植的区域,珊瑚补充量高达6~7 ind/m2;自然恢复区其珊瑚覆盖率提高了19.4%.依据珊瑚礁生态修复效果评估方法,人工修复且进行移植珊瑚的区域的生物修复权重值为27.5,人工修复但未移植珊瑚区及自然恢复区的生物修复权重值为39.3,珊瑚修复生物指标为亚健康.我们的结果表明,在健康、有良好珊瑚幼虫补充的珊瑚礁生态系统中,珊瑚礁群落可以自行恢复,其恢复只是一个时间的问题;而在缺少珊瑚幼虫附着基底的区域,通过人为增加一些附着基底,可加速其恢复进程. 相似文献