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基于ALOS-2 PALSAR-2双极化数据喀斯特山区水稻种植面积的提取研究
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作者 谭攀攀 陈盼芳 +3 位作者 曾程瑶 赵伟丽 尹荣波 黄元佳 《贵州农业科学》 2025年第2期143-149,共7页
【目的】探究基于高精度雷达影像ALOS-2 PALSAR-2双极化数据水稻种植面积的提取方法,为快速、准确获取水稻种植信息提供参考。【方法】基于ALOS-2 PALSAR-2双极化数据的反向散射特征,采用最大似然法、支持向量机和随机森林分类3种方法... 【目的】探究基于高精度雷达影像ALOS-2 PALSAR-2双极化数据水稻种植面积的提取方法,为快速、准确获取水稻种植信息提供参考。【方法】基于ALOS-2 PALSAR-2双极化数据的反向散射特征,采用最大似然法、支持向量机和随机森林分类3种方法提取喀斯特山区的水稻种植面积,并对分类结果精度进行评估。【结果】采用随机森林分类提取水稻的总体分类精度、Kappa系数、制图精度及用户精度均达最高,分别为89.16%、0.85、90.00%及96.40%;提取水稻的种植面积为18.46 km^(2),与实际统计面积(16.38 km^(2))一致性达87.30%。【结论】基于ALOS-2 PALSAR-2双极化数据的随机森林分类可有效提升水稻种植信息的提取精度,较好地反映水稻的实际分布情况。 展开更多
关键词 水稻 aloS-2 PALSAR-2 最大似然法 支持向量机 随机森林分类 喀斯特山区
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基于ALOS DEM的云贵高原山地地形差异特征研究
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作者 宋善海 胡锋 +2 位作者 古书鸿 段莹 李慧璇 《贵州科学》 2025年第4期56-62,共7页
地形特征是影响山地天气系统与大气环流过程的重要参数,云贵高原山地在垂直与水平梯度上空间异质性显著。探究贵州高原与云南高原的山地地形特征和空间分异规律,可为高原山地天气系统预报预测和机理研究提供科学参考。本文利用ALOS 12.... 地形特征是影响山地天气系统与大气环流过程的重要参数,云贵高原山地在垂直与水平梯度上空间异质性显著。探究贵州高原与云南高原的山地地形特征和空间分异规律,可为高原山地天气系统预报预测和机理研究提供科学参考。本文利用ALOS 12.5 m分辨率的DEM资料提取云南高原与贵州高原的地形参数,在此基础上定量对比分析二者的异同。研究结果表明:(1)贵州山峰数量为46.49万座,平均山峰密度75.32座/单元,云南山峰数量为48.96万座,平均山峰密度为33.99座/单元,贵州高原山峰密度大于云南高原;(2)贵州高原主体海拔为500~1500 m,主要分布在第二、第三阶梯上;平均坡度为21.0°,陡坡以上面积分布比重为32.66%;地形起伏度集中分布在300~900 m之间,起伏大于900 m的面积比重不足10%;(3)云南高原主体海拔为1000~2500 m,整体分布在第三、第四、第五阶梯上;平均坡度为22.18°,陡坡以上面积分布比重为40.42%,地形起伏度为300~1500 m,起伏大于900 m的面积比重高达40.74%;(4)在坡向上,两省均表现为南、北、东南、西北坡分布多于其他坡向。 展开更多
关键词 aloS DEM 高原山地 地形因子 差异特征
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3D Coseismic Deformation and Fault Slip Model of the 2023 Kahramanmara?Earthquake Sequence Constrained by GPS,ALOS-2 and Sentinel-1 Data
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作者 Chengyuan Bai Wenbin Xu +2 位作者 Lei Zhao Kai Sun Lei Xie 《Journal of Earth Science》 2025年第2期812-822,共11页
0 INTRODUCTION Turkey is located at the intersection of the Eurasian,Anatolian,Arabian,and African tectonic plates.Due to the ongoing northward compression from the Arabian Plate,the Anatolian Plate is pushed westward... 0 INTRODUCTION Turkey is located at the intersection of the Eurasian,Anatolian,Arabian,and African tectonic plates.Due to the ongoing northward compression from the Arabian Plate,the Anatolian Plate is pushed westward in a tectonic escape mechanism,leading to the formation of the North Anatolian fault zone(NAFZ)and the East Anatolian fault zone(EAFZ)(e.g.,Bayrak et al.,2015;Duman and Emre,2013;Reilinger et al.,2006). 展开更多
关键词 north anatolian fault zone nafz fault slip aloS coseismic deformation kahramanmara earthquake GPS SENTINEL anatolian plate
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基于SBAS-InSAR技术与ALOS-2影像的黔北煤炭矿区地表形变监测——以习水县煤矿集中开采区为例
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作者 陈冠文 谢韬 +1 位作者 李婷 贺筱晶 《贵州地质》 2025年第2期171-177,共7页
为揭示贵州北部煤炭矿区地下开采引发的地表形变规律,本文以习水县煤矿集中开采区为研究区,基于2019年6月至2024年11月共13期ALOS-2升轨数据,采用SBAS-InSAR技术提取研究区地表形变时空演变特征,结合矿权信息与实地调查验证,结果显示:... 为揭示贵州北部煤炭矿区地下开采引发的地表形变规律,本文以习水县煤矿集中开采区为研究区,基于2019年6月至2024年11月共13期ALOS-2升轨数据,采用SBAS-InSAR技术提取研究区地表形变时空演变特征,结合矿权信息与实地调查验证,结果显示:监测期内共识别出13处重点地表形变区,其年平均形变速率变化范围在-363.595201.932 mm/a;地表形变时空变化特征与矿山地下开采活动密切相关,有11处形变区位于采矿范围内,在矿山开采前地表稳定,随着地下开采及时间延续,发生了持续性和连贯性的地表形变,其范围和程度不断增加,最大累计形变量达到-2145 mm。研究表明:采用SBAS-InSAR技术和ALOS-2影像能有效监测出煤炭矿区地表形变,监测结果可靠且与实际煤矿开采活动具有一致性,可为矿区地质灾害早期识别、矿山安全生产的监测预警提供参考。 展开更多
关键词 SBAS-InSAR aloS-2 地表形变 煤炭矿区
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铝-水反应制氢副产物AlO(OH)的回收及阻燃利用
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作者 张建斌 张宝东 徐建林 《西安工业大学学报》 CAS 2024年第4期405-412,F0002,共9页
针对制氢用活性铝合金水解产物中除气态H 2外,还有固态副产物AlO(OH)等的回收和再利用问题。以自制AlO(OH)阻燃添加剂,与聚丙烯(PP)熔融共混制备AlO(OH)/PP复合材料。采用极限氧指数测定仪、热重分析仪、差示扫描量热仪对AlO(OH)/PP复... 针对制氢用活性铝合金水解产物中除气态H 2外,还有固态副产物AlO(OH)等的回收和再利用问题。以自制AlO(OH)阻燃添加剂,与聚丙烯(PP)熔融共混制备AlO(OH)/PP复合材料。采用极限氧指数测定仪、热重分析仪、差示扫描量热仪对AlO(OH)/PP复合材料的阻燃性能、热稳定性和结晶行为进行研究。结果表明:随着AlO(OH)从0增加到25%,极限氧指数(LOI)和热稳定性提升,熔滴的滴落得到抑制。AlO(OH)为25%时复合材料的LOI较纯PP提升了29.2%,复合材料结晶峰值温度增加、结晶度下降,自制AlO(OH)具有阻燃效果。 展开更多
关键词 alo(OH) 聚丙烯 阻燃 热稳定性
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基于ALO-BP神经网络的SRAM读时序预测 被引量:1
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作者 柴永剑 张立军 +2 位作者 严雨灵 谢东东 马利军 《电子设计工程》 2024年第8期82-86,91,共6页
针对芯片设计中的后仿流程采用的时序分析用时过长,且传统回归模型预测出的时序值精确度较低等问题,提出一种基于蚁狮优化(Ant Lion Optimizer,ALO)算法的反向传播(Back Propagation,BP)神经网络的读时序预测方法。对14 nm SRAM芯片进... 针对芯片设计中的后仿流程采用的时序分析用时过长,且传统回归模型预测出的时序值精确度较低等问题,提出一种基于蚁狮优化(Ant Lion Optimizer,ALO)算法的反向传播(Back Propagation,BP)神经网络的读时序预测方法。对14 nm SRAM芯片进行表征,生成对应的liberty文件,提取其中的典型特征和时序参数并进行量化和归一化处理,形成相应的训练测试集。利用BP神经网络的自适应学习能力对数据集进行仿真训练,确定最优隐含层数;针对训练过程中对网络初始值非常依赖这一问题,采用蚁狮优化算法寻找均方误差最小时的网络初始权值,同时对比多种预测方法,对仿真方法和结果进行分析。实验结果表明,该模型收敛速度快、预测精度高,能对读时序进行有效预测。 展开更多
关键词 SRAM BP神经网络 alo算法 读时序
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Determination of Barbaloin in Aloe vera L. var. chinensis (Haw.) Berger and Aloe barbadensis Miller by HPLC
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作者 高钧 戴荣华 +3 位作者 王玺 隋红 李康 毕开顺 《Journal of Chinese Pharmaceutical Sciences》 CAS 2002年第2期22-25,共4页
A reserved-phase HPLC method was developed for the determination of barbaloin in Aloe vera L. var. chinensis (Haw.) Berger and Aloe barbadensis Miller, and whether there was a close relationship between the contents o... A reserved-phase HPLC method was developed for the determination of barbaloin in Aloe vera L. var. chinensis (Haw.) Berger and Aloe barbadensis Miller, and whether there was a close relationship between the contents of barbaloin and their environments in which they were growing was decided. A Hypersil ODS column (4.6 mm×200 mm, 5 μm)was used with a mobile phase of methanol-water (40:60, containing 0.1% acetic acid), the flow rate being 1.0 mL·min -1, detection wavelength at 359 nm, and the column temperature being 30℃. The linear range of barbaloin was between 0.0726 and 0.726 μg with a correlation coefficient of 0.9998 and the regression equation being Y=1.9202×10 6X-1801.9. Barbaloin was stable in methanol in 48 h and the instrument precision was 1.2% while the method precision was 4.9%. The contents of barbaloin of 12 samples ranged from 6.160 to 319.1 μg·g -1. The method developed was fast and simple with good reproducibility. There was high correlation between the contents of barbaloin and their growing environments. 展开更多
关键词 Barbaloin aloe vera L. var. chinensis (Haw.) Berger aloe barbadensis Miller HPLC
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联合ALOS-2和Landsat 8的绿洲土壤水分反演模型研究
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作者 王宇 杨丽萍 +3 位作者 任杰 张静 孔金玲 侯成磊 《武汉大学学报(信息科学版)》 EI CAS CSCD 北大核心 2024年第9期1630-1638,共9页
机器学习和多源数据融合是土壤水分反演研究的热点方向,但对L波段合成孔径雷达(synthetic aperture radar,SAR)数据的研究较少。以额济纳绿洲为研究区,利用ALOS-2 PALSAR-2和Landsat 8影像提取雷达和光学特征参数,通过参数重要性评分进... 机器学习和多源数据融合是土壤水分反演研究的热点方向,但对L波段合成孔径雷达(synthetic aperture radar,SAR)数据的研究较少。以额济纳绿洲为研究区,利用ALOS-2 PALSAR-2和Landsat 8影像提取雷达和光学特征参数,通过参数重要性评分进行特征筛选,采用随机森林方法建立基于雷达、光学以及雷达-光学特征参数协同的土壤水分反演模型,对比模型精度,反演绿洲土壤水分。结果表明,与C波段相比,L波段SAR数据对干旱荒漠绿洲区土壤水分含量敏感性更高;雷达特征参数中重要性较高的为表面散射和体散射分量,二面角散射和螺旋体散射分量相对偏低;光学特征参数中植被供水指数重要性最高,增强型植被指数重要性最低。雷达特征参数方案最优模型决定系数R^(2)、均方根误差(root mean square error,RMSE)分别为0.67、2.16%,光学特征参数方案模型精度普遍较低且精度相当,R^(2)、RMSE分别为0.5、2.47%;雷达-光学参数协同反演的最优模型R^(2)、RMSE分别为0.72、1.99%,相比单一数据源,R^(2)分别提升7.46%、38.4%,RMSE分别降低8.54%、22.6%。研究证明,基于多源数据融合的随机森林模型在干旱荒漠绿洲区具有较高的预测精度和良好的适用性。 展开更多
关键词 aloS-2 PALSAR-2 Landsat 8 土壤水分 随机森林 特征参数
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Electrospun Aloe Vera Extract Loaded Polycaprolactone Scaffold for Biomedical Applications:A Promising Candidate for Corneal Stromal Regeneration
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作者 Amin Orash Mahmoud Salehi Mohammad Rafienia +2 位作者 Narsimha Mamidi Saeed Heidari Keshel Alireza Baradaran-Rafii 《Journal of Bionic Engineering》 SCIE EI CSCD 2024年第4期1949-1959,共11页
Corneal diseases,the second leading cause of global vision loss affecting over 10.5 million people,underscores the unmet demand for corneal tissue replacements.Given the scarcity of fresh donor corneas and the associa... Corneal diseases,the second leading cause of global vision loss affecting over 10.5 million people,underscores the unmet demand for corneal tissue replacements.Given the scarcity of fresh donor corneas and the associated risks of immune rejection,corneal tissue engineering becomes imperative.Developing nanofibrous scaffolds that mimic the natural corneal structure is crucial for creating transparent and mechanically robust corneal equivalents in tissue engineering.Herein,Aloe Vera Extract(AVE)/Polycaprolactone(PCL)nanofibrous scaffolds were primed using electrospinning.The electrospun AVE/PCL fibers exhibit a smooth,bead-free morphology with a mean diameter of approximately 340±95 nm and appropriate light transparency.Mechanical measurements reveal Young’s modulus and ultimate tensile strength values of around 3.34 MPa and 4.58 MPa,respectively,within the range of stromal tissue.In addition,cell viability of AVE/PCL fibers was measured against Human Stromal Keratocyte Cells(HSKCs),and improved cell viability was observed.The cell-fiber interactions were investigated using scanning electron microscopy.In conclusion,the incorporation of Aloe Vera Extract enhances the mechanical,optical,hydrophilic,and biological properties of PCL fibers,positioning PCL/AVE fiber scaffolds as promising candidates for corneal stromal regeneration. 展开更多
关键词 Corneal stromal regeneration aloe vera extract POLYCAPROLACTONE Electrospinning
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Evaluation of the Efficacy of an Aloe barbadensis Based Biological Insecticide against Pests of Abelmochus esculentus for Promoting Ecological Agriculture (Far-North, Cameroon)
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作者 Mba Félicité Obono Laurentine Naoutissa +1 位作者 Samuel Ntamack Augustin Goudoum 《Agricultural Sciences》 2024年第5期590-603,共14页
Chemical insecticides have been considered as a means to combat crop pests. Although their effectiveness is evident, their impact on the environment is increasingly being discussed. The aim of this study is to determi... Chemical insecticides have been considered as a means to combat crop pests. Although their effectiveness is evident, their impact on the environment is increasingly being discussed. The aim of this study is to determine the agro-ecological potential of a biological insecticide (C<sub>25</sub>H<sub>32</sub>O<sub>12</sub>) based on Aloe barbadensis in a Sahelian context. For this purpose, a completely randomized block experimental design with 3 replications and 4 treatments was set up to experiment with Aloe barbadensis as a bioinsecticide against pests of Abelmoschus esculentus. However, data were collected using an observation and parameter monitoring grid. This includes the cultivation of Abelmoschus esculentus, soil preparation, seeding and watering, plot labeling, preparation of the bioinsecticide (selection and preparation of raw materials, grinding of Aloe barbadensis miller and extraction of the crude bioinsecticide, quantification of treatment doses and dilution, and obtaining the formulated bioinsecticide), plant watering, plant treatment, and finally parameter monitoring. The results obtained reveal that the level of damage is significantly high in the control treatment T0 (63%) compared to the other treatments, with 29% for treatment T1, 7% for T2, and 1% for T3, implying a strong action capability of this insecticide against pests of Abelmoschus esculentus. Therefore, it can be concluded that for a normal growing season of Abelmoschus esculentus, this biological insecticide should be sprayed 12 times. Furthermore, this biological insecticide is unique in that it does not inflict any gastric toxicity on the pests, which gives it the characteristic of being a repellent. It is a biological insecticide whose efficacy period has been tested, with a minimum duration of 21 days. In conclusion, this formulated bioinsecticide based on Aloe barbadensis demonstrates significant efficacy against pests of Abelmoschus esculentus. In the future, we will consider experimenting with its effectiveness against pests of other plants. 展开更多
关键词 aloE Biological Insecticide PESTS Agro-Ecological
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Relationship Between Leaf Structure and Aloin Content in Six Species of Aloe L. 被引量:12
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作者 李景原 王太霞 +1 位作者 沈宗根 胡正海 《Acta Botanica Sinica》 CSCD 2003年第5期594-600,共7页
The leaf structure, content and the storage location of aloin in the leaves of six species of Aloe L. were studied by means of semi-thin section, high performance liquid chromatography (HPLC) and fluorescent microscop... The leaf structure, content and the storage location of aloin in the leaves of six species of Aloe L. were studied by means of semi-thin section, high performance liquid chromatography (HPLC) and fluorescent microscope. Results showed that all leaves consisted of epidermis, chlorenchyma, aquiferous tissue and vascular bundles. The leaves had the xeromorphic characteristics, including thickened epidermal cell wall, thickened cuticle, sunken stomata and well-developed aquiferous tissue. With the exception of thus, there were remarkable differences in leaf structure among the six species. The chlorenchyma cells were similar to palisade tissues in Aloe arborescens Mill. and A. mutabilis Pillans, but isodiametric in A. vera L., A. vera L. var. chinensis Berg., A. saponaria Hawer and A. greenii Bali. A. arborescens, A. mutabilis, A. very and A. vera var. chinensis included large parenchymatous cells at the vascular bundles, whereas no such cells were observed at the vascular bundles of A. saponaria and A. greenii. In A. arborescens, A. mutabilis and A. vera, the aquiferous tissue sheaths were present and composed of a layer of small parenchymatous cells without chloroplasts around the aquiferous tissue. While there were no aquiferous tissue sheaths in A. vera var. chinensis, A. saponaria and A. greenii. The HPLC revealed that the content of aloin was high in A. arborescens, low in A. vera, and very low in A. saponaria among the six species. The fluorescent microscopy showed that the yellow-green globule only appeared in the large parenchymatous cells of vascular bundles, vascular bundle sheath and aquiferous tissue sheath, but not in the chlorenchyma and aquiferous tissue. Consequently, the large parenchymatous cells of vascular bundles, vascular bundle sheath and aquiferous tissue sheath were the storage location of aloin. They were positively correlated with the content of aloin. 展开更多
关键词 aloE leaf structure aloin content high performance liquid chromatography (HPLC) fluorescent microscope semi-thin section
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Valorization of Aloe barbadensis Miller. (Aloe vera) Processing Waste
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作者 Jeltzlin Semerel Nigel John +1 位作者 Wim Dehaen Pedro Fardim 《Journal of Renewable Materials》 SCIE EI 2023年第3期1031-1061,共31页
Aloe vera plant is known worldwide for its medicinal properties and application in gel-based products such as shampoo,soap,and sunscreen.However,the demand for these gel-based products has led to a surplus production ... Aloe vera plant is known worldwide for its medicinal properties and application in gel-based products such as shampoo,soap,and sunscreen.However,the demand for these gel-based products has led to a surplus production of Aloe vera processing waste.An Aloe vera gel processing facility could generate up to 4000 kg of Aloe vera waste per month.Currently the Aloe vera waste is being disposed to the landfill or used as fertilizer.A sustainable management system for the Aloe vera processing waste should be considered,due to the negative societal and environmental impacts of the currents waste disposal methods.Therefore,this review focuses on various approaches that can be used to valorize Aloe vera waste into value-added products,such as animal and aquaculture feeds,biosorbents,biofuel and natural polymers.Researchers have reported Aloe vera waste for environmental applications biosorbents used for wastewater treatment of various pollutants.Several studies have also reported on the valorization of Aloe vera waste for production of biofuels such as bioethanol,mixed alcohol fuels,biogas and syngas.Aloe vera waste could also be valorized through isolation and synthesis of natural polymers for application in wound dressing,tissue engineering and drug delivery systems.Aloe vera waste valorization was also reviewed through extraction of value-added bioactive compounds such as aloe-emodin,aloin and aloeresin.These value-added bioactive compounds have various applications in the cosmetics(non-steroidal anti-inflammatory,tyrosinase inhibitors)and pharmaceutical(anticancer agent and COVID 19 inhibitors)industry. 展开更多
关键词 aloe vera waste processing biomass conversion ANTHRAQUINONE aloE-EMODIN aloIN aloeresin
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Anatomy, Histochemistry and Phytochemistry of Leaves in Aloe vera var. chinensis 被引量:5
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作者 沈宗根 Elena CHAUSER-VOLFSON +1 位作者 Yitzchak GUTTERMAN 胡正海 《Acta Botanica Sinica》 CSCD 2001年第8期780-787,共8页
A multidisciplinary approach-anatomy, histochemistry and phytochemistry-was used to investigate the leaf structure, the content and the storage location of barbaloin in the leaves of Aloe vera L. var. chinensis (Haw.)... A multidisciplinary approach-anatomy, histochemistry and phytochemistry-was used to investigate the leaf structure, the content and the storage location of barbaloin in the leaves of Aloe vera L. var. chinensis (Haw.) Berg. Xeromorphic characteristics including secondary thickened epidermal cell walls, thicker cuticle, ambiguous differentiation of spongy and palisade tissues in the chlorenchyma, and well-developed aquiferous tissue could be seen in the leaves. Several large parenchymatous cells were observed at the phloem pole of the first ring of vascular bundles. The secondary ring of vascular bundles in the leaf base and the stomata, which are surrounded by five cells, have some classification significance in this species. The density of vascular bundles, the content of barbaloin and the intensity of histochemical reaction differed among leaf numbers Ll (annual leaf), L2 (biennial leaf), L3 (triennial leaf) and L4 (quadrennial leaf), and in different parts of the leaf. These three factors were highest in the youngest leaf, Ll, and top parts of all the leaves and lowest in the basal parts and the oldest leaf, L4. The density of vascular bundles had a positive correlation to the content of barbaloin. The histochemical results revealed that the small sheath cells that surrounded the bundles might be the location of barbaloin synthesis and the large parenchymatous cells beneath the sheath might be the storage places of this metabolite. 展开更多
关键词 aloe vera var. chinensis leaf structure barbaloin content density of vascular bundles histochemical reaction
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ALOS卫星PRISM影像严格几何模型的构建与验证 被引量:15
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作者 范大昭 刘楚斌 +2 位作者 王涛 雷蓉 唐新明 《测绘学报》 EI CSCD 北大核心 2011年第5期569-574,581,共7页
根据ALOS卫星全色遥感立体测绘仪(PRISM)传感器的成像原理,利用卫星影像的辅助数据文件构建无需地面点的严格几何模型。试验发现,直接利用星上提供的轨道姿态数据和严格几何模型进行无控制定位精度较差,经分析发现ALOS卫星辅助数据文件... 根据ALOS卫星全色遥感立体测绘仪(PRISM)传感器的成像原理,利用卫星影像的辅助数据文件构建无需地面点的严格几何模型。试验发现,直接利用星上提供的轨道姿态数据和严格几何模型进行无控制定位精度较差,经分析发现ALOS卫星辅助数据文件中提供的CCD侧视角可能存在固定的系统误差,经校正后能使定位精度得到显著提高,达到ALOS卫星标称的几何定位精度。不同景影像定位精度的差异可能的原因是CCD侧视角的细微变化。 展开更多
关键词 aloS PRISM 严格几何模型 无控制定位 精度
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基于ALOS数据的遥感植被分类研究 被引量:19
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作者 严恩萍 林辉 +2 位作者 莫登奎 孙华 白丽明 《中南林业科技大学学报》 CAS CSCD 北大核心 2010年第11期37-42,共6页
以广西平南县的植被覆盖为研究对象,以ALOS为遥感数据源,并对其进行了数据处理,运用信息量、相关系数及OIF方法,分析数据的波段特征;采用决策树分类算法,根据各种植被光谱特征建立知识库,提出基于光谱信息的植被分类方法,并将其与传统... 以广西平南县的植被覆盖为研究对象,以ALOS为遥感数据源,并对其进行了数据处理,运用信息量、相关系数及OIF方法,分析数据的波段特征;采用决策树分类算法,根据各种植被光谱特征建立知识库,提出基于光谱信息的植被分类方法,并将其与传统的监督分类方法进行了比较。结果表明:基于光谱特征的植被遥感信息提取方法分类总体精度显著提高,Kappa系数达到0.877;采用Landsat—5 TM遥感影像对该方法进行推广,分类总体精度为86.09%,Kappa系数为0.83。结果表明该分类方法能有效地对植被进行分类与识别,并对不同数据源的植被分类有一定的普适性,为实现植被的自动化提取提供了理论依据和方法。 展开更多
关键词 遥感 光谱信息 aloS 植被分类
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ALOS PALSAR雷达影像InSAR数据处理中的基线和地形误差分析 被引量:10
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作者 沈强 乔学军 +2 位作者 金银龙 汪汉胜 江利明 《大地测量与地球动力学》 CSCD 北大核心 2012年第2期1-6,共6页
从理论上分析了InSAR处理中的两大误差源——基线和地形对形变测量精度的影响,并建立了评价模型。在此基础上,研究了上述两种误差源对ALOS PALSAR的影响,获取了两种误差对形变影响的空间分布特征。结果表明,ALOS PALSAR的轨道精度为3~5... 从理论上分析了InSAR处理中的两大误差源——基线和地形对形变测量精度的影响,并建立了评价模型。在此基础上,研究了上述两种误差源对ALOS PALSAR的影响,获取了两种误差对形变影响的空间分布特征。结果表明,ALOS PALSAR的轨道精度为3~5 m,在现有的轨道精度情况下,形变测量精度较差,需对基线误差进行纠正;地形误差的影响很小,主要误差源于轨道误差。在现有DEM精度条件下(SRTM DEM),利用ALOS PALSAR,要获得优于1cm的形变测量精度,基线长度最好小于400 m。 展开更多
关键词 aloS PALSAR INSAR 基线误差 地形误差 基线长
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基于ALOS遥感影像的湿地地表覆被信息提取研究 被引量:12
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作者 于欢 张树清 +1 位作者 赵军 王秀峰 《地球科学与环境学报》 CAS 2010年第3期324-330,共7页
为了验证ALOS遥感影像湿地地表覆被信息提取的可行性,以黑龙江省三江平原典型内陆淡水沼泽湿地为研究对象,通过ALOS遥感影像波段的光谱及纹理特性分析,探讨适合水体、旱地、水田、沼泽、林地、建设用地、草甸等覆被类型的分类特征;基于... 为了验证ALOS遥感影像湿地地表覆被信息提取的可行性,以黑龙江省三江平原典型内陆淡水沼泽湿地为研究对象,通过ALOS遥感影像波段的光谱及纹理特性分析,探讨适合水体、旱地、水田、沼泽、林地、建设用地、草甸等覆被类型的分类特征;基于非监督、监督及面向对象分类方法,遴选能实现最优分类结果的特征组合,为湿地地表覆盖分类数据源及方法的选择提供参考。结果表明:非监督、监督及面向对象分类方法的总体精度分别达到63.86%、96.14%和85.26%;非监督分类方法整体分类效果不够理想;面向对象方法虽然得到了相对较高的分类精度,但是针对建设用地、林地及草甸地类信息提取的精度处于较低水平;监督分类方法能取得较好效果,最适合于湿地地表覆被信息提取。 展开更多
关键词 aloS遥感影像 湿地 覆被 信息提取 三江平原 黑龙江省
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基于纹理特征和支持向量机的ALOS图像土地覆被分类 被引量:19
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作者 李玲 王红 +1 位作者 刘庆生 宁吉才 《国土资源遥感》 CSCD 2011年第4期58-63,共6页
高空间分辨率遥感图像在土地覆被分类方面应用广泛,但传统的基于像元分类方法的精度较低。为了提高高分辨率图像的分类精度,通过灰度共生矩阵法快速提取纹理特征,利用支持向量机(SVM)并辅以纹理特征,对浙江湖州典型实验样区的ALOS图像... 高空间分辨率遥感图像在土地覆被分类方面应用广泛,但传统的基于像元分类方法的精度较低。为了提高高分辨率图像的分类精度,通过灰度共生矩阵法快速提取纹理特征,利用支持向量机(SVM)并辅以纹理特征,对浙江湖州典型实验样区的ALOS图像进行土地覆被分类。结果表明:基于纹理特征和SVM的图像分类能更好地提取地物信息,分类总精度达到90.88%;单纯SVM的分类精度(89.96%)高于最大似然法(分类精度86.16%)。本文方法可快速准确地提取土地覆被类型,为研究农业非点源污染的产生和时空分布提供服务,进而为寻求太湖流域内合理的土地利用模式和土地的可持续利用提供科学依据。 展开更多
关键词 纹理特征 SVM aloS图像 土地覆被 非点源污染
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ALOS-PRISM立体像对提取DEM的应用研究 被引量:10
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作者 蔡庆空 蒋金豹 +1 位作者 张玲 李二俊 《测绘科学》 CSCD 北大核心 2014年第1期70-73,共4页
本文使用ALOS-PRISM高分辨率立体像对数据提取DEM;针对DEM精度评定过程中地形单一的问题,文中着重分析了DEM在不同地形条件下的精度情况,通过与1∶50 000实测DEM比较分析,结果表明在无植被覆盖的平原地区DEM精度最高,高程中误差可以达到... 本文使用ALOS-PRISM高分辨率立体像对数据提取DEM;针对DEM精度评定过程中地形单一的问题,文中着重分析了DEM在不同地形条件下的精度情况,通过与1∶50 000实测DEM比较分析,结果表明在无植被覆盖的平原地区DEM精度最高,高程中误差可以达到4.46m;其次是城区,山区最差,与同类卫星产品相比该精度已有很大的提高,因此ALOS-PRISM的应用可以为我们快速获取高精度的DEM提供一种新的途径。 展开更多
关键词 aloS立体像对 PRISM RPC模型 DEM提取 精度评定
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基于光谱和纹理特征的ALOS影像土地利用信息提取 被引量:10
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作者 刘恩勤 周万村 +1 位作者 周介铭 莫开林 《地理与地理信息科学》 CSCD 北大核心 2012年第4期51-54,F0003,共5页
针对高分辨率遥感影像易于反映地物纹理特征的特点,综合利用地物的光谱和纹理特征进行分类,探讨适用于ALOS影像的土地利用信息提取方法。以川东丘陵地区影像为例,基于GLCM提取纹理信息,将提取的纹理特征向量采用赋权值法融合为一个综合... 针对高分辨率遥感影像易于反映地物纹理特征的特点,综合利用地物的光谱和纹理特征进行分类,探讨适用于ALOS影像的土地利用信息提取方法。以川东丘陵地区影像为例,基于GLCM提取纹理信息,将提取的纹理特征向量采用赋权值法融合为一个综合纹理信息波段,然后采用面向对象法将其与光谱特征信息共同参与分类。与最大似然法的提取结果对比表明,考虑了纹理特征的面向对象分类方法能明显提高分类精度,Kappa精度提高了0.12;避免了椒盐现象,分割的地类边界具有更好的语义表达,更贴合地物实际分布特征;建筑用地和林地具有明显的纹理特征,而旱地纹理特征不明显。该方法不仅分出了6个基本地物类型,而且对于林地、建筑用地等类型还能进一步细分。 展开更多
关键词 纹理 aloS 土地利用 信息提取 面向对象分类 遥感
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