Field-based crop cut experiment data is a gold standard of ground truth data for crop analytics, yet it is time-consuming and challenging to scale over large areas. Satellite remote sensing-based estimates can cover a large area, yet their accuracy is highly subject to the availability and quality of ground truth data. To address these two interlinked challenges, IFPRI, University of Twente/ITC, ICRISAT, and aWhere developed a two-stage pilot project and applied it in Odisha, India.
This webinar will present a new two-stage crop production analytics approach piloted in this project that leverages cutting-edge satellite remote sensing and geo-statistical techniques to address the dual issues of inefficient ground-truth sampling design and inaccurate in-field crop yield measurement methods.
The project team piloted spatially detailed weather information to cue field data collection over areas of high in-season variability, analyzed using long-duration temporal NDVI profiles. At the field level, a smartphone-based 3D imaging technique was used to expedite the collection of crop yield measurements without cutting crops. These data will be used along with photos of the crop to train a deep-learning model to estimate yield, which can then be bootstrapped for use in smartphones.
Link to the project website and reports: https://cropanalytics.net/?page_id=510
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We provide a wide variety of technical, non technical, vocational, competitive, academic, language classes which are important in getting good jobs. We are more focussed towards providing job based training for which we have strong tie-ups with various companies. Smartech also acts as an e-learning platform for those who want to learn online.
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Coming up short on information before the month’s end is a more typical issue than you may suspect, and it can indeed be a bad dream if it occurs at any rate expected time, for example, amidst summer, when we are distributing every one of our photos in interpersonal organizations. Along these lines, beneath we share a few hints you can consider to spare information on your iPhone. Enhance the utilization of information on Facebook The essential thing you ought to recall is that the speediest application that closures with your megas are…
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