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- W4312039421 abstract "Abstract Building a more resilient food system for sustainable development and reducing uncertainty in global food markets both require concurrent and near-real-time and reliable crop information for decision making. Satellite-driven crop monitoring has become a main method to derive crop information at local, regional, and global scales by revealing the spatial and temporal dimensions of crop growth status and production. However, there is a lack of quantitative, objective, and robust methods to ensure the reliability of crop information, which reduces the applicability of crop monitoring and leads to uncertain and undesirable consequences. In this paper, we review recent progress in crop monitoring and identify the challenges and opportunities in future efforts. We find that satellite-derived metrics do not fully capture determinants of crop production and do not quantitatively interpret crop growth status; the latter can be advanced by integrating effective satellite-derived metrics and new onboard sensors. We have identified that ground data accessibility and the negative effects of knowledge-based analyses are two essential issues in crop monitoring that reduce the applicability of crop monitoring for decisions on food security. Crowdsourcing is one solution to overcome the restrictions of ground-truth data accessibility. We argue that user participation in the complete process of crop monitoring could improve the reliability of crop information. Encouraging users to obtain crop information from multiple sources could prevent unconscious biases. Finally, there is a need to avoid conflicts of interest in publishing publicly available crop information." @default.
- W4312039421 created "2023-01-04" @default.
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- W4312039421 date "2022-12-19" @default.
- W4312039421 modified "2023-10-09" @default.
- W4312039421 title "Challenges and opportunities in remote sensing-based crop monitoring: a review" @default.
- W4312039421 cites W1963519462 @default.
- W4312039421 cites W1971515366 @default.
- W4312039421 cites W1971683018 @default.
- W4312039421 cites W1990621137 @default.
- W4312039421 cites W1995029758 @default.
- W4312039421 cites W1997893060 @default.
- W4312039421 cites W2008854860 @default.
- W4312039421 cites W2011346418 @default.
- W4312039421 cites W2011500029 @default.
- W4312039421 cites W2018373033 @default.
- W4312039421 cites W2033452057 @default.
- W4312039421 cites W2033996972 @default.
- W4312039421 cites W2050076538 @default.
- W4312039421 cites W2050777968 @default.
- W4312039421 cites W2052593033 @default.
- W4312039421 cites W2063189603 @default.
- W4312039421 cites W2068950233 @default.
- W4312039421 cites W2086372322 @default.
- W4312039421 cites W2104062561 @default.
- W4312039421 cites W2116627051 @default.
- W4312039421 cites W2118182941 @default.
- W4312039421 cites W2143047610 @default.
- W4312039421 cites W2170909719 @default.
- W4312039421 cites W2196961118 @default.
- W4312039421 cites W2267999600 @default.
- W4312039421 cites W2463336507 @default.
- W4312039421 cites W2532936747 @default.
- W4312039421 cites W2553708848 @default.
- W4312039421 cites W2604086375 @default.
- W4312039421 cites W2605906441 @default.
- W4312039421 cites W2615516218 @default.
- W4312039421 cites W2725897987 @default.
- W4312039421 cites W2739965324 @default.
- W4312039421 cites W2782794599 @default.
- W4312039421 cites W2790979755 @default.
- W4312039421 cites W2800451846 @default.
- W4312039421 cites W2802278045 @default.
- W4312039421 cites W2802971269 @default.
- W4312039421 cites W2803582071 @default.
- W4312039421 cites W2805142011 @default.
- W4312039421 cites W2808287349 @default.
- W4312039421 cites W2810045082 @default.
- W4312039421 cites W2883131067 @default.
- W4312039421 cites W2883315486 @default.
- W4312039421 cites W2884526666 @default.
- W4312039421 cites W2886106861 @default.
- W4312039421 cites W2898543370 @default.
- W4312039421 cites W2899012231 @default.
- W4312039421 cites W2904027073 @default.
- W4312039421 cites W2905254777 @default.
- W4312039421 cites W2905983018 @default.
- W4312039421 cites W2908675838 @default.
- W4312039421 cites W2910752046 @default.
- W4312039421 cites W2912813928 @default.
- W4312039421 cites W2940995511 @default.
- W4312039421 cites W2943654052 @default.
- W4312039421 cites W2944794516 @default.
- W4312039421 cites W2946844285 @default.
- W4312039421 cites W2953807054 @default.
- W4312039421 cites W2955786086 @default.
- W4312039421 cites W2956697767 @default.
- W4312039421 cites W2963545558 @default.
- W4312039421 cites W2966450079 @default.
- W4312039421 cites W2969545732 @default.
- W4312039421 cites W2982034629 @default.
- W4312039421 cites W2983376237 @default.
- W4312039421 cites W2998349956 @default.
- W4312039421 cites W3006705642 @default.
- W4312039421 cites W3010955769 @default.
- W4312039421 cites W3011199564 @default.
- W4312039421 cites W3012717404 @default.
- W4312039421 cites W3017035840 @default.
- W4312039421 cites W3020292346 @default.
- W4312039421 cites W3044049431 @default.
- W4312039421 cites W3047037182 @default.
- W4312039421 cites W3048727648 @default.
- W4312039421 cites W3079760979 @default.