基于势函数点分布调整的SIFT图像配准算法     

孙彬  边辉  王培忠 《国土资源遥感》2015,(3)

尺度不变特征转换(scale invariant feature transform,SIFT)是一种广泛应用于图像配准领域的点特征提取算法。针对基于SIFT的图像自动配准算法存在的特征点分布不均匀问题,提出了一种基于势函数点分布调整的图像配准方法。该方法解决了SIFT算法不能针对特征点的分布情况进行优化的问题。通过调整SIFT的比值阈值,增加配准点的数目;通过引入分子力学中的势函数概念,对特征点分布情况进行优化;通过局部互信息精纠正,微调特征点位置,以提高特征配准点的配准精度;最终实现高质量(空间分布均衡,配准精度高)的图像自动配准。  相似文献   

Use of WorldView-2 time series to establish a wetland monitoring program for potential offsite impacts of mine site rehabilitation     

《International Journal of Applied Earth Observation and Geoinformation》2015

The Ramsar-listed wetlands of the Magela Creek floodplain, situated in the World Heritage Kakadu National Park, in northern Australia are recognised for their biodiversity and cultural values. The floodplain is also a downstream receiving environment for Ranger uranium mine, which is entering closure and rehabilitation phases. Vegetation on the floodplain is spatially and temporally variable which is related to the hydrology of the region, primarily the extent and level of inundation and available soil moisture. Time-series mapping of the floodplain vegetation will provide a contemporary baseline of annual vegetation dynamics to assist with determining whether change is natural or a result of the potential impacts of mine closure activities such as increased suspended sediment moving downstream. The research described here used geographic object-based image analysis (GEOBIA) to classify the upper Magela Creek floodplain vegetation from WorldView-2 imagery captured over four years (2010–2013) and ancillary data including a canopy height model. A step-wise rule set was used to implement a decision tree classification. The resulting maps showed the 12 major vegetation communities that exist on the Magela Creek floodplain and their distribution for May 2010, May 2011, June 2012 and June 2013 with overall accuracies of over 80% for each map. Most of the error appears to be associated with confusion between vegetation classes that are spectrally similar such as the classes dominated by grasses. Object-based change detection was then applied to the maps to analyse change between dates. Results indicate that change between dates was detected for large areas of the floodplain. Most of the change is associated with the amount of surface water present, indicating that although imagery was captured at the same time of year, the imagery represents different stages of the seasonal cycle of the floodplain.  相似文献   

玛河流域景观生态风险评价与时空分异   总被引：1，自引：0，他引：1  

高雅 《测绘与空间地理信息》2021,44(1):86-89

以玛纳斯河流域作为研究区,结合特殊的干旱区山地-绿洲-荒漠系统(Mountain-Oasis-Desert System简称MODS),综合考虑遥感影像数据光谱信息和纹理特征,将研究区分为耕地、林地、草地、水体、裸地、居民地、工业用地和冰川/永久积雪等8个景观类型,利用FRAGSTATS软件计算景观指数,引入生态风险的指数,将研究区划为低、较低、中、较高、高生态风险区五级,评估其景观格局的生态风险时空变化特征。结果表明:1)1990—2015年间,玛纳斯河流域景观变化主要表现为耕地、建设用地的增加以及水体、冰川/永久积雪面积的缩减;2)玛纳斯河流域的景观生态风险等级空间分布具有明显的差异,较低风险区的面积变化较为明显,低、较低生态的风险区比重有所上升,除此以外,林、草地类型各生态风险的等级所占比重的起伏波动具有明显的差异。建议应当合理地利用土地资源,尽量保护林地、草地等景观脆弱行较低的原生景观类型,禁止为开垦耕地而破坏林地、草地;增加土地的利用效率,更要对高等、较高生态风险区加强监管。  相似文献   

浅析高精度地图发展现状及关键技术   总被引：1，自引：0，他引：1  

杨振凯  华一新  訾璐  张政  王继伟 《测绘通报》2021,(6):54-60

随着国家对智能汽车创新发展战略任务的推进,作为其关键保障技术的高精度地图在近几年已经成为测绘等多个领域的研究重点。针对当前高精度地图综述性理论研究相对缺乏的问题,本文从高精度地图数据结构、数据生产和功能应用3个方面,对高精度地图相关的主要研究内容及现状进行阐述和总结。从数据结构层面,高精度地图描述内容可划分为静态地图数据和动态地图数据,其中静态地图数据是当前制图的重点;考虑数据生产的层次性,分别对高精度地图的生产模式、生产流程和具体的技术方法进行了分析,认为专业部门指导结合众包是数据生产的基本特征;以自动驾驶中的匹配定位和导航规划为代表,总结了高精度地图在应用方面的关键技术。最后,对高精度地图未来发展的方向进行了展望。  相似文献   

建设黄河“智能大脑”服务流域生态保护和高质量发展   总被引：1，自引：0，他引：1  

王家耀  秦奋  郭建忠 《测绘通报》2021,(10):1-8

本文首先介绍了黄河流域水文、地理景观和地貌特征,下游河道变迁和河口变迁历史及生态治理,流域历史水旱灾害等基本背景,分析了黄河流域生态保护和高质量发展面临的主要问题和具有的优势。然后重点论述黄河“智能大脑”如何服务流域保护和发展,提出黄河“智能大脑”三要素,即感知系统（天地一体智能感知网）、存储管理系统（资源池）和操作系统（时空大数据平台）;论述了流域一体化时空大数据中心的构成及其基本功能,时空大数据平台及其目标要求,分析并提出了基于网格集成与弹性云的混合式时空大数据平台技术体制和构建技术,提出采用“共用时空大数据平台+”应用概念模型及其具体应用模式。最后讨论了时空大数据平台服务黄河流域城市数字化、网络化和智能化,加强流域上中下游7大城市群的新型智慧城市建设,推动流域生态保护和社会经济发展,提出基于流域时空大数据平台构建服务保护和发展的综合科技信息咨询服务平台,支撑流域协同创新共同体构建,增强流域整体性和协同性发展。  相似文献   

植被生态遥感参数定量反演研究方法进展     

赵燕红  侯鹏  蒋金豹  姜赟  张兵  白君君  徐海涛 《遥感学报》2021,25(11):2173-2197

植被参数是生态遥感定量反演的热点和难点,也是生态系统研究的基础性参数。本文在广泛阅读国内外公开发表的文献资料基础上,将现有的植被生态遥感参数概括为物理类、生化组分类、能量和功能类3大类,系统梳理了每类参数定量反演的主要模型方法,进行优缺点和适用性分析,对现阶段存在的不足和未来发展趋势进行了探讨。物理类植被生态遥感参数主要介绍了植被覆盖度、生物量、叶面积指数、树高等研究进展,生化组分类植被生态遥感参数主要介绍了植被含水量、叶绿素含量和光合能力等研究进展,能量类植被生态遥感参数介绍了光合有效辐射、植被吸收光合有效辐射等研究进展,功能类植被生态遥感参数主要介绍了植被生产力和碳交换量等研究进展。存在的主要问题包括混合像元分解、病态反演、物理模型应用过程中的误差传递、数据融合的尺度效应和空间变异性、模型耦合的最优方案确定问题。  相似文献   

一种改进的基于转角函数法的面状居民地Morphing变换方法     

万瑞康  翟仁健  李安平  王柳松  齐林君 《测绘科学技术学报》2021,38(1):97-103,110

提出了一种顾及位置偏差与凹部同异性的面状居民地Morphing变换转向角函数方法。该方法通过构造大比例尺居民地的凸包作为中间图形,辅助与小比例尺居民地进行特征顶点匹配,避免因位置偏差造成的特征点误匹配;针对大比例尺居民地的凹部,依据凹部的模式类型,判定凹部边的同异性;最后构建插值模型,得到中间任意尺度下的面状居民地要素。实验证明方法具有良好的适用性和有效性,与原方法相比,能有效避免因特征点误匹配导致的插值结果顶点乱序现象,同时还兼顾了轮廓特征保持与居民地局部相似,能达到较好的Morphing变换效果。  相似文献   

Displacement analytical prediction of shallow tunnel based on unified displacement function under slope boundary     

Fanchao Kong  Dechun Lu  Xiuli Du  Chenpeng Shen 《国际地质力学数值与分析法杂志》2019,43(1):183-211

For slope condition of ground surface, the asymmetrical deformation about the vertical center line and the horizontal center line of the tunnel cross section can be formed. A unified displacement function expressed by the Fourier series is presented to express the asymmetrical deformation of the tunnel cross section. Five basic deformation modes corresponding to the expansion order 2 are a complete deformation mode to reflect deformation behaviors of the tunnel cross section under slope boundary. Such this complete displacement mode is implemented into the complex variable solution for analytically predicting tunneling-induced ground deformation under slope boundary. All of these analytical solutions are verified by good agreements of the comparison between the analytical solutions and finite element method results. A parameter study is carried out to investigate the influence of deformation modes of the tunnel cross section, geometrical conditions of the tunnel and the slope angle, and “Buoyancy effect” on the displacement field. Finally, the proposed method is consistent with measured data of the Hejie tunnel in China qualitatively. The presented solution can provide a simplified indication for evaluating the ground deformation under slope condition of ground surface.  相似文献   

我国海洋功能区划的回顾性评价和新一轮编制建议          下载免费PDF全文

岳奇  朱庆林  刘楠楠  徐伟  董月娥 《海洋开发与管理》2019,36(2):3-7

为完善我国海洋功能区划制度,提高海洋功能区划的编制和实施水平,促进其在我国海洋空间规划乃至国土空间规划中发挥应有作用,文章对我国现行海洋功能区划的实施情况进行回顾性评价,并对新一轮海洋功能区划的编制提出建议。研究结果表明:我国海洋功能区划法律地位高、管控范围广,现行海洋功能区划实施以来,通过建立定量目标管控体系、协调保障行业用海和保护海洋生态环境,对我国海洋经济和海洋生态环境的可持续发展做出巨大贡献;针对实施过程中存在的问题,新一轮海洋功能区划的编制应扩大海洋保护区的规模和种类、提高前瞻性和动态适应性、加强公众实质性参与以及完善技术体系。  相似文献   

海马齿浮床对富营养化海湾营养盐削减的模型评价：以东山湾八尺门养殖海域为例     

刘学海  蒲新明  罗东莲  芦静  刘自力 《海洋学报(英文版)》2019,38(12):91-100

Many coastal seas are severely eutrophic and required to reduce nutrient concentrations to meet a certain water quality standard. We proposed a method for nutrient removal by planting Sesuvium portulacastrum at the water surface using the floating beds in the aquaculture area of the Dongshan Bay as an example, which is an important net-cage culture base in China and where dissolved inorganic nitrogen(DIN) and dissolved inorganic phosphate(DIP) reach 0.75 mg/L and 0.097 mg/L, respectively far exceeding China's Grade IV water quality standards.Numerical simulations were taken using the ecological model, field observations and field plantation experimental results to assess the environmental restoration effects of planting S. portulacastrum at some certain spatial scales. Our field experiments suggested that the herbs can absorb 377 g/m~2 nitrogen and 22.9 g/m~2 phosphorus in eight months with an inserting density of ～60 shoot/m~2. The numerical experiments show that the greater the plantation area is, the more nutrient removal. Plantation in ～12% of the study area could lower nutrients to the required Grade II standards, i.e., 0.2 mg/LDIN≤0.3 mg/L and 0.015 mg/LDIP≤0.03 mg/L.Here the phytoremediation method and results provide helpful references for environmental restoration in other eutrophic seas.  相似文献