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Titlebook: Agro-geoinformatics; Theory and Practice Liping Di,Berk Üstündağ Book 2021 Springer Nature Switzerland AG 2021 Agricultural Observation sys

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Crop Pattern and Status Monitoring, resolution. Further development in machine learning and time series analytics and massive parallel computing technologies will facilitate the timely monitoring of crops up to field level. The application of remotely sensed data and derived information on crop pattern and status will be further expa
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Geospatial Land Use and Land Cover Data for Improving Agricultural Area Sampling Frames,ed automated stratification method. The effectiveness of both traditional and automated stratification methods is also assessed using . validation data collected at the segment level as part of the 2010 NASS June Area Survey. Though the automated stratification method improves efficiency and objecti
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Mapping and Monitoring of Soil Moisture, Evapotranspiration, and Agricultural Drought,continuous estimates of soil moisture, ET, and vegetation condition from the regional to global scales, while the point-based estimates of soil moisture, ET, precipitation, and temperature can be utilized to assist in validating satellite-based estimates of soil moisture, ET, and agricultural drough
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Flood Monitoring and Crop Damage Assessment,proaches in flood monitoring. Furthermore, the methods such as classification and band ratioing using remote sensing products are simple and effective in assessing flood-induced agricultural damages. The combination of remote sensing products and geographic information systems along with the current
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