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农情遥感信息服务与野外监测云平台构建 被引量:6
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作者 王利军 郭燕 +4 位作者 王来刚 贺佳 程永政 刘婷 武喜红 《南方农业学报》 CAS CSCD 北大核心 2018年第6期1242-1248,共7页
【目的】研发农情遥感信息服务与野外监测云平台,实现农情遥感产品数据动态可视化空间展示、统计分析与野外数据采集,为辅助遥感影像解译、产品精度检验和农业部门相关决策制定提供数据和技术支持。【方法】采用B/S和C/S混合模式下面向... 【目的】研发农情遥感信息服务与野外监测云平台,实现农情遥感产品数据动态可视化空间展示、统计分析与野外数据采集,为辅助遥感影像解译、产品精度检验和农业部门相关决策制定提供数据和技术支持。【方法】采用B/S和C/S混合模式下面向服务的架构(Service-oriented architecture,SOA),结合GIS、云计算、移动互联网等关键技术,基于Arc GIS Server、JS API和离线地图包,通过构建统一的云平台数据访问接口,提供Web和移动端一体化和按需共享方式的遥感应用服务。【结果】在建设农情遥感信息一体化数据库基础上,云平台能够实现遥感产品服务自动发布、空间可视化查询定位、统计分析、离线地图下载、野外数据采集等功能。自2015年平台运行后,已实现海量农情遥感产品的有效管理、野外验证和地面农情数据的定位与采集。【建议】监测云平台在满足现有业务需求的同时,需转向多终端、智能化、操作便捷的轻量级应用模式,为不同层次用户提供随时按需的一站式、精细化智能终端在线服务。 展开更多
关键词 农情遥感 野外监测 可视化 云服务 移动互联网
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Using proximal sensor data for soil salinity management and mapping 被引量:3
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作者 GUO Yan ZHOU Yin +5 位作者 ZHOU Lian-qing LIU Ting WANG Lai-gang cheng yong-zheng HE Jia ZHENG Guo-qing 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2019年第2期340-349,共10页
Over the past five decades, increased pressure caused by the rapidly growing population has resulted in a reclamation of agricultural and urban buffer zones along China's coastline. However, information about the ... Over the past five decades, increased pressure caused by the rapidly growing population has resulted in a reclamation of agricultural and urban buffer zones along China's coastline. However, information about the spatio–temporal variation of soil salinity in these reclaimed regions is limited. As such, obtaining this information is crucial for mapping the variation in saline areas and to identify suitable salinity management strategies. In this study, we employed EM38 data to conduct digital soil mapping of spatio–temporal variation and map these variations of different site-specific zones. The results indicated that the distribution of soil salinity was heterogeneous in the middle of, and that the leaching of salts was significant at the edges of, the study field. Afterwards, fuzzy-k means algorithm was used to divide the site-specific management zones within the time series apparent soil electrical conductivity(ECa) data and the spatial correlations of variation. We concluded that two management zones are optimal to guide precision management. Zone A had an average salinity level of about 165 mS m–1, in which salt-tolerant crops, such as cotton and barley can grow normally, while crops such as soybean and cowpeas may be planted using leaching and increasing the mulching film methods to reduce the accumulation of salt in surface soil. In Zone B, there was a low salinity level with a mean of 89 mS m–1 for ECa, which allows for rice, wheat, and a wide range of vegetables to be grown normally. In such situations, measures such as an optimized combination of irrigation and drainage, as well as soil amendment can be taken to adjust and control the salt content. Particularly, flattening the land with a large-scale machine was used to improve the ability of micro-topography to influence salt migration; rice and other dry, land crops were planted in rotation in combination with utilizing salt-leaching multiple times to speed up desalinization. 展开更多
关键词 APPARENT SOIL electrical conductivity(ECa) SOIL salinity EM38 spatial variation MANAGEMENT zone
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