Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.jag.2017.09.005 |
Applications of satellite ’hyper-sensing’ in Chinese agriculture: Challenges and opportunities | |
Onojeghuo, Alex Okiemute1,5; Blackburn, George Alan1; Huang, Jingfeng2; Kindred, Daniel3; Huang, Wenjiang4 | |
通讯作者 | Onojeghuo, Alex Okiemute |
来源期刊 | INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
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ISSN | 0303-2434 |
出版年 | 2018 |
卷号 | 64页码:62-86 |
英文摘要 | Ensuring adequate food supplies to a large and increasing population continues to be the key challenge for China. Given the increasing integration of China within global markets for agricultural products, this issue is of considerable significance for global food security. Over the last 50 years, China has increased the production of its staple crops mainly by increasing yield per unit land area. However, this has largely been achieved through inappropriate agricultural practices, which have caused environmental degradation, with deleterious consequences for future agricultural productivity. Hence, there is now a pressing need to intensify agriculture in China using practices that are environmentally and economically sustainable. Given the dynamic nature of crops over space and time, the use of remote sensing technology has proven to be a valuable asset providing end-users in many countries with information to guide sustainable agricultural practices. Recently, the field has experienced considerable technological advancements reflected in the availability of ’hyper-sensing’ (high spectral, spatial and temporal) satellite imagery useful for monitoring, modelling and mapping of agricultural crops. However, there still remains a significant challenge in fully exploiting such technologies for addressing agricultural problems in China. This review paper evaluates the potential contributions of satellite ’hyper-sensing’ to agriculture in China and identifies the opportunities and challenges for future work. We perform a critical evaluation of current capabilities in satellite ’hyper-sensing’ in agriculture with an emphasis on Chinese sensors. Our analysis draws on a series of in-depth examples based on recent and on-going projects in China that are developing ’hyper-sensing’ approaches for (i) measuring crop phenology parameters and predicting yields; (ii) specifying crop fertiliser requirements; (iii) optimising management responses to abiotic and biotic stress in crops; (iv) maximising yields while minimising water use in arid regions; (v) large-scale crop/cropland mapping; and (vi) management zone delineation. The paper concludes with a synthesis of these application areas in order to define the requirements for future research, technological innovation and knowledge exchange in order to deliver yield sustainability in China. |
英文关键词 | Hyper-sensing High-spatial Temporal Hyperspectral China Remote sensing Yield sustainability |
类型 | Review |
语种 | 英语 |
国家 | England ; Peoples R China ; Nigeria |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000413880000007 |
WOS关键词 | LAND-COVER CLASSIFICATION ; WATER-USE EFFICIENCY ; GREENHOUSE-GAS EMISSIONS ; MAPPING SOIL-MOISTURE ; ENSURE FOOD SECURITY ; REMOTELY-SENSED DATA ; ENVISAT ASAR DATA ; RICE CROP GROWTH ; SIR-C/X-SAR ; TIME-SERIES |
WOS类目 | Remote Sensing |
WOS研究方向 | Remote Sensing |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/210132 |
作者单位 | 1.Univ Lancaster, Dept Geog, Lancaster Environm Ctr, Lancaster LA1 4YQ, England; 2.Zhejiang Univ, Inst Agr Remote Sensing & Informat Applicat, Hangzhou 310029, Zhejiang, Peoples R China; 3.ADAS UK Ltd, Cambridge CB23 4NN, England; 4.Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China; 5.Nnamdi Azikiwe Univ, Dept Surveying & Geoinformat, Awka, Anambra State, Nigeria |
推荐引用方式 GB/T 7714 | Onojeghuo, Alex Okiemute,Blackburn, George Alan,Huang, Jingfeng,等. Applications of satellite ’hyper-sensing’ in Chinese agriculture: Challenges and opportunities[J],2018,64:62-86. |
APA | Onojeghuo, Alex Okiemute,Blackburn, George Alan,Huang, Jingfeng,Kindred, Daniel,&Huang, Wenjiang.(2018).Applications of satellite ’hyper-sensing’ in Chinese agriculture: Challenges and opportunities.INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,64,62-86. |
MLA | Onojeghuo, Alex Okiemute,et al."Applications of satellite ’hyper-sensing’ in Chinese agriculture: Challenges and opportunities".INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 64(2018):62-86. |
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