Capability representation model for heterogeneous remote sensing sensors: Case study on soil moisture monitoring

Fan Hong; Li Jia; Chen NengCheng; Hu Chuli

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Capability representation model for heterogeneous remote sensing sensors: Case study on soil moisture monitoring

机译：异构遥感传感器能力表示模型：土壤湿度监测案例研究

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Sensor capability information can be used as a basis for the integrated management of vast and heterogeneous remote sensing sensors in Global Earth Observation System of Systems environment. However, the existing representation of this information shows an inconsistent pattern, incomplete capability aspects, and casual expression forms, resulting in information silos among different systems. A sensor capability representation model (SCRM) is proposed in this study. Based on the Meta Object Facility architecture, a five-tuple hierarchical SCRM framework is formulated. Five specific representation element collections for typical. remote sensing sensor types are developed to satisfy the requirements of detailed capability expression. The Open Geospatial Consortium Sensor Model Language is used as the expression form of the proposed SCRM. A prototype system is developed and a case study is conducted for a soil moisture monitoring application in Baoxie Town. The SCRM can also be extensively utilised for other environmental monitoring and modelling situations. (C) 2015 Elsevier Ltd. All rights reserved.

机译：传感器功能信息可以用作系统环境“全球地球观测系统”中大型和异构遥感传感器的集成管理的基础。但是，该信息的现有表示形式显示出不一致的模式，不完整的功能方面以及随意的表达形式，从而导致不同系统之间的信息孤岛。在这项研究中提出了一种传感器能力表示模型（SCRM）。基于元对象工具体系结构，制定了一个五元的分层SCRM框架。五个特定的典型表示元素集合。开发了遥感传感器类型以满足详细的能力表达要求。开放式地理空间联盟传感器模型语言用作拟议的SCRM的表达形式。开发了一个原型系统，并针对宝榭镇的土壤湿度监测应用进行了案例研究。 SCRM还可以广泛用于其他环境监测和建模情况。（C）2015 Elsevier Ltd.保留所有权利。

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来源
《Environmental Modelling & Software》 |2015年第8期|65-79|共15页
作者
Fan Hong; Li Jia; Chen NengCheng; Hu Chuli;
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作者单位

Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China;

Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China;

Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China|Collaborat Innovat Ctr Geospatial Technol, Wuhan 430079, Peoples R China;

China Univ Geosci, Fac Informat Engn, Wuhan 430074, Peoples R China;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Sensor capability representation model; Geospatial sensor web; Sensor interoperability; Cooperative observation; Soil moisture monitoring;

机译：传感器性能表示模型;空间传感器网络;传感器互操作性;合作观测;土壤水分监测;

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专利

1. Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models [J] . Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, IEEE Transactions on Geoscience and Remote Sensing . 2016,第8期

机译：基于整体结构模型的异质景观遥感土壤水分分解
2. Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model [J] . Crow WT, Kustas WP, Prueger JH Remote Sensing of Environment: An Interdisciplinary Journal . 2008,第4期

机译：通过将基于热遥感的土壤水分代理吸收到水平衡模型中来监测根区土壤水分
3. Regression Kriging-Based Upscaling of Soil Moisture Measurements From a Wireless Sensor Network and Multiresource Remote Sensing Information Over Heterogeneous Cropland [J] . Kang J., Jin R., Li X. Geoscience and Remote Sensing Letters, IEEE . 2015,第1期

机译：基于回归Kriging的非均质农田无线传感器网络和多资源遥感信息的土壤湿度测量
4. Study of a GIS-supported remote sensing method and a model for monitoring soil moisture at depth [C] . Chen Huailiang, Xu Xiangde, Zou Chunhui Conference on Ecosystems' Dynamics, Agricultural Remote Sensing and Modeling, and Site-Specific Agriculture; Aug 7, 2003; San Diego, California, USA . 2003

机译：GIS支持的遥感方法和深度土壤水分监测模型的研究
5. Validation of remotely-sensed soil moisture observations for bare soil at 1.4 GHz: A quantitative approach through radiative transfer models to characterize abrupt transitions caused by a ponding event in an agricultural field, modifications to the radiative transfer models, and a mobile ground-based system [D] . Erbas, Cihan 2009

机译：对1.4 GHz裸土的遥感土壤水分观测值的验证：通过辐射转移模型的定量方法，以表征由农田中的积水事件引起的突然转变，对辐射转移模型的修改以及基于地面的移动系统
6. Toward High-Resolution Soil Moisture Monitoring by Combining Active-Passive Microwave and Optical Vegetation Remote Sensing Products with Land Surface Model [O] . Kinya Toride, Yohei Sawada, Kentaro Aida, 2019

机译：结合有源无源微波和光学植被遥感产品与陆面模型的高分辨率土壤水分监测
7. Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes using Holistic Structure based Models [O] . Chakrabarti, Subit, Judge, Jasmeet, Rangarajan, Anand, 2016

机译：非均匀土壤中遥感土壤水分的分解基于整体结构的模型的景观
8. Evaporation from a Bare Soil Evaluated from a Soil Water Transfer Model Using Remotely Sensed Surface Soil Moisture Data [R] . Prevot, L., Bernard, R., Taconet, O., 1983

机译：利用遥感土壤水分资料评价土壤水分迁移模型对裸露土壤的蒸发作用

Capability representation model for heterogeneous remote sensing sensors: Case study on soil moisture monitoring

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