基于深度学习的西沙永乐群岛珊瑚礁遥感信息提取          下载免费PDF全文

马珍妮  宋妍  邹亚荣  朱海天  崔松雪 《应用海洋学学报》2022,41(4):644-654

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   

耕地复种指数遥感监测研究进展     

葛中曦  黄静  赖佩玉  郝斌飞  赵银军  马明国 《地球信息科学学报》2021,23(7):1169-1184

复种指数是进行粮食估产、耕地集约利用评价、农业生态系统模拟等的关键参数,及时、准确地提取复种指数对于粮食安全、土地管理和生态环境安全具有重要意义。在传统的研究中,复种指数主要来源于地面统计数据。使用统计数据来计算复种指数虽然过程简单,但是计算结果存在信息滞后、无法体现统计单元内部的空间异质性、精度低等不足。遥感技术因具有大范围、高时效、低成本等优点而被用于耕地复种指数监测,已有学者对耕地复种指数的遥感监测开展了大量工作。本文以复种指数遥感提取的关键环节为主线,对1997—2020年国内外相关研究进行综述：首先,梳理了已有研究中的监测方法、高质量时间序列遥感数据获取方法及提取结果精度验证方法,并对不同方法的优缺点进行了总结;其次,对已有研究中存在的不足进行了探讨,并提出未来研究的侧重点：① 开展已有监测方法的对比和分析;② 加强地形复杂地区、小农尺度的监测力度;③ 提高遥感数据时空分辨率及处理效率;④ 对提取结果进行多尺度验证。  相似文献   

协同多时相波谱特征的不透水面信息级联提取     

帅艳民  马现伟  曲歌  邵聪颖  刘涛  刘守民  黄华兵  谷玲霄  拉提帕•吐尔汗江  梁继  李玲 《地球信息科学学报》2021,23(1):171-186

不透水面作为反应城市表征变化和区域城镇化的重要技术指标,其位置、图斑大小、空间分布等信息在地表水热循环和能量平衡等领域被广泛需求。传统方法大都基于单一时相信息提取不透水面,而忽略多时相所蕴含的丰富信息。因此,本文提出多时相信息融合的不透水面级联提取方法,利用Landsat-8 OLI遥感影像分析归一化植被指数（Normalized Difference Vegetation Index, NDVI）、改进的归一化水体指数（Modified Normalized Difference Water Index, MNDWI）和归一化建筑指数（Normalized Difference Building Index, NDBI）年内时序变化特点和典型地物间多时相波谱曲线的协同特征,并归纳不透水面多时相变化规律;再根据先验知识所获取的有效地表信息,进行多时相分级提取不透水面信息。此外,基于实地考察数据和同期2 m GF-1遥感影像屏幕数字化生成30 m不透水面图斑,进行精度验证、分析和对比单时相、四季相及多时相3种时序情况下的提取精度。结果表明：单时相提取不透水面总精度最低,四季相提取精度优于单时相,而多时相提取精度最高（精度可达93.66%,Kappa系数为0.81）。本方法在偏远城镇不透水面的有效识别中显露潜在优势,可为不透水面提取方法融合时序波谱特征提供新思路。  相似文献   

小秦岭地区金钼多金属矿成矿特征与找矿预测     

王瑞廷  袁海潮  孟德明  王磊  马文平 《地球科学与环境学报》2014,(1):19-31

小秦岭地区是中国重要的金钼矿产基地。以构造-岩浆-成矿系统为指导,综合研究认为区内金钼多金属矿床可分为印支期—燕山期与重熔型花岗岩浆侵入活动有关的金(钼)矿床成矿系列和与深源浅成型花岗岩、碱性岩有关的钼(金钨)矿床成矿系列。金(钼)矿床类型主要包括石英脉型、构造蚀变岩型、糜棱岩型、爆破角砾岩型和复合型等,以前两者为主;钼(金钨)矿床类型主要包括斑岩型、斑岩-矽卡岩型、斑岩-爆破角砾岩型、石英-碳酸岩脉型和构造蚀变岩型等,也以前两者为主。该区三叠世以来共发生过3次岩浆侵入活动,每次都伴有不同程度的钼金矿化作用,并分别对应于不同的钼金矿化高峰期。钼的成矿作用分为印支期(210~220 Ma)和燕山期早白垩世早期(140~145Ma)、早白垩世中晚期(110~138Ma);金的成矿作用分为印支期(约220Ma)和燕山期早白垩世中晚期(约130Ma);钼、金成矿在印支期和燕山期早白垩世中晚期叠合,而在燕山期早白垩世早期分离。整体上,区内岩体与断裂构造控矿特征明显,燕山期金钼成矿作用强烈发育。该区娃娃沟—峪耳沟、峪耳沟—曹家沟、太子坪—葫芦沟—荒地沟与文公岭北坡等地区为金钼多金属矿的有利找矿靶区,并应特别重视中酸性小岩体的含矿性评价。  相似文献   

Historical Sediment Record of ~(137)Cs, δ-HCH,and δ~(13)C Reflects the Impact of Land Use on Soil Erosion     

TANG Xiang-Yu  ;ZHANG Xin-Bao  ;GUAN Zhuo  ;LONG Yi  ;TANG Qiang  ;LU Yu-Juan 《山地科学学报》2014,11(4):866-874

This paper reports the concentrations of 137 Cs, hexachlorocyclohexane(HCH), dichlorodiphenyltrichloroethanes(DDT) and its main degradation products, δ13C, and organic carbon in pond sediments(0-210 cm, sectioned by 2-20 cm interval) and surface soils(the 0-3 cm horizon) collected in 2010 from Chenjia catchment, which is located in Yanting county in the hilly central Sichuan of China. α-, δ-, and γ-HCH, DDT, and DDD were not detected throughout the sediment profile. Trace concentrations of δ-HCH(0.89-29.31 ng g-1) and p,p′-DDE(1.85-6.02 ng g-1) were detected only in top 40 cm sediment. The 137 Cs fallout peak in 1963(corresponding to the 55-60 cm depth), the sedimentary signature left by the last year of HCH use in 1989(an additional indicator at 20-25 cm), and the obvious original channel bed prior to the construction of the pond in 1956 were used as temporal markers to estimate changes in average sedimentation rate between different periods due to changes in land use. Continuous, marked decrease in average sedimentation rate(i.e., 3.79, 1.35 and 1.07 cm year-1 in 1956-1963, 1963-1989, and 1989-2010, respectively)over time was observed, probably due to the reforestation, abandoning of steep sloping farmland for afforestation and natural re-vegetation(implementation of the Grain for Green Program), and the conversion of part of gently sloping farmland terraces to orchard land since the 1980 s, especially since the 1990 s. This was corroborated by the observed decrease(more negative) in δ13C of sediment towards the surface, which indicates increased relative contribution of eroded soil particles coming from slopes with increased tree cover in sediment source area. Combined use of 137 Cs, δ-HCH, and δ13C record in sediments has been demonstrated to be a powerful approach to reconstruction of response in sedimentation rate to historical land use changes.  相似文献   

渤海海峡亚海鲂属鱼类一新记录种——云纹亚海鲂     

朱龙 《广东海洋大学学报》2014,(3):1-4

2012年12月3日,在渤海海峡的蓬莱近海浅水海域捕获雄性成体鱼1尾,该鱼体长34 cm,体高18cm,体长为体高的1.9倍,体宽4.5 cm,头长12.5 cm,体长为头长的2.7倍,尾柄长4.5 cm,体光滑无鳞。管状侧线前半部弧形,后半部平直,行于体中央。棘状骨板沿背鳍基底两侧各12块,臀鳍基底两侧各8块,每一骨板中央具1棘,向后;胸部6块,自第3骨板开始分左右两行;腹部7块,自第2骨板开始分左右两行,胸腹部骨板棘小,形成锯齿缘。背鳍1个,鳍棘部与鳍条部之间有一深缺刻;鳍棘细长,棘间鳍膜延长成丝状,最长超过尾鳍末端。据其形态特征和测量值,鉴定为云纹亚海鲂(Zenopsis nebulosa Temminck et Schlegel,1847),为该海域首次记录。  相似文献   

Characteristics and tectonic setting of volcanic rocks in Early Cretaceous Baiyingaolao Formation of Keyouzhongqi area，Inner Mongolia   总被引：1，自引：0，他引：1  

KONG Yuanming  MA Rui  HE Zhonghua  YANG Deming  WU Qing  WANG Yang 《世界地质(英文版)》2014,17(2):78-85

The authors studied zircon LA-ICP-MS U-Pb dating,the zircon Hf isotope and geochemistry of acidic volcanic rocks in Baiyingaolao Formation of Keyouzhongqi area,Inner Mongolia,and discussed the chronology, source region and tectonic setting of the volcanic rocks in the studied area． The clear oscillatory zoning of zir- cons indicates a typical magmatic origin,and the results of dating show that the volcanic rocks of Baiyingaolao Formation were formed in Early Cretaceous (121.5 ±1.0 Ma)． The features of major and trace elements show that the rocks are alkali-rich,poor in calcium and magnesium with enrichment in LILEs like Th,U,K and Gd and depletion in HFSEs,e.g. Nb,Ta,Sr and Ti． The fact implies that they were the products of partial melting of the crust． εHf(t) = ( +6.30--+9.06) and TDM2=600--835 Ma,suggest the magma originated from par- tial melting of the young crust． Combined with the evolution of regional tectonic structure,the authors conclude that the acidic volcanic rocks of Baiyingaolao Formation may be formed under the extensional environment relat- ed to the subduction of Paleo-Pacific Plate．  相似文献   

Petrogenesis and tectonic setting of granite porphyry in Keyouzhongqi area,Inner Mongolia     

WU Qing  YANG Weihong  HE Zhonghua  YANG Deming  MA Rui  WANG Jianguo 《世界地质(英文版)》2014,17(1):24-33

The authors studied the geochemistry,zircon U-Pb ages,Hf isotope of the granite porphyry and its petrogenesis and tectonic setting in the studied area． The zircon U-Pb dating indicates the formation of the gran- ite porphyry is in Early Cretaceous (125． 1 ±1． 5 Ma)． The granite porphyry has high-SiO2and alkali-rich fea- tures,which belongs to high-K calc-alkaline series rocks (A/CNK = 0． 95%--1． 25%)． The analyses of trace elements show the characteristics of a swallow-shaped ＲEE distribution pattern with enrichment in LＲEEs and most of LILEs and HFSEs,depletion in Ba,Sr,Nb,P and Ti,and especially strong depletion in Eu,which indicates the granite porphyry belongs to the aluminous A-type granite． Their εHf(t)range from 5． 94 to 8． 80 with Hf two-stage model ages (TDM2) of 620 Ma to 803 Ma． Combining with the regional tectonic background, we conclude that the source of the rocks is the new crust materials accreted from depleted mantle in Neoprotero- zoic and is the product of partial melting of middle and lower crustal rocks,which may be suffered from the dual impact of the subduction of the Palaeo-Pacific Ocean and the closure of the Mongol-Okhotsk Ocean．  相似文献   

莺歌海盆地前新生代基底特征     

尤龙  王璞珺  吴景富  岳军培  郎元强  沈怀磊 《世界地质(英文版)》2014,(3)

结合盆缘露头、盆地基底钻井及重磁震资料,综合研究莺歌海盆地前新生代基底特征。基于盆地西北缘Song Da带18个剖面点地层序列、166件岩石样品密度和2800套磁化率测量结果,建立密度--磁化率交汇图版,约束盆内地震剖面和重磁异常解释,通过海陆结合的方法填制出盆地基底地质图。其前新生界由前震旦系、寒武系-上三叠统下部、上三叠统上部-白垩系三个构造层构成,它们沿红河断裂呈北西向分布,中间老,为前震旦纪中-高级变质岩;两侧新,向西为中生代沉积岩,向东为古生代浅变质岩、灰岩。  相似文献   

Esophageal cancer spatial and correlation analyses：Water pollution,mortality rates,and safe buffer distances in China     

ZHANG Xueyan  ZHUANG Dafang  MA Xin  JIANG Dong 《地理学报》2014,24(1):46-58

Esophageal cancer exhibits one of the highest incidence and mortality rates in China. Malignant tumors caused by esophageal cancer, and the relationship to environmental factors has been the focus of many public health studies. This study applied spatial analysis to ascertain the relationship between water pollution and esophageal cancer mortality rates nationwide. We employed two datasets, including a national investigation of esophageal cancer rates and distribution, and national water quality grades in China's primary rivers and lakes. Esophageal cancer data were grouped based on different water quality grades, which included a scaled buffer distance from rivers and lakes. Non-parametric correlation analyses were performed to examine the presence or absence of the following correlations: (i) esophageal cancer mortality and buffer distance from rivers and lakes; and (ii) esophageal cancer mortality and water quality grade values. The present study revealed a significant positive correlation between widespread water pollution and esophageal cancer mortality nationwide; and a significant negative correlation between esophageal cancer mortality, and buffer distance from rivers and lakes.  相似文献