PROBLEM TO BE SOLVED: To provide an agricultural management prediction system which automatically predicts management of a farm and growth and harvest of crops based on data obtained by sensing with an unmanned aircraft such as a drone, and achieves proper management of the farm and the crops.SOLUTION: A server device 1 that freely communicates with an unmanned aircraft and a management terminal includes a communication part 12 which receives image data sent from the management terminal, a vegetation index part 11b which performs a vegetation index based on the image data, a standard deviation part 11c which performs standard deviation of the index information, and a meaning part 11d which makes the standard deviation meaning, remotely controls a route of the unmanned aircraft and photographing with the management terminal, and performs management prediction of agriculture on a server device side based on the image data obtained by the unmanned aircraft. In particular, the server device compares data related to vegetation index of an object farm filed with data related to vegetation index of other farm fields, and transmits data which makes the comparison result visualize to the information terminal.SELECTED DRAWING: Figure 2COPYRIGHT: (C)2019,JPO&INPIT【課題】ドローン等の無人航空機でのセンシングにより得られたデータに基づいて、農地等の管理並びに農作物の生育予測、収穫予測等を自動的に行い、農地並びに農作物等の適正な管理を実現する農業管理予測システムを提供する。【解決手段】本発明は、無人航空機と、管理端末と通信自在なサーバ装置１において、管理端末から送られてきた画像データを受信する通信部１２と、画像データに基づいて植生指数化を行う植生指数化部１１ｂと、指数情報の標準偏差化を行う標準偏差化部１１ｃと、標準偏差を意味化する意味化部１１ｄとを備え、管理端末により無人航空機の航路及び撮影を遠隔制御し、無人航空機で得られた画像データに基づいてサーバ装置側で農業の管理予測を行う。特に、対象圃場の植生指数化に係るデータと他圃場の植生指数化に係るデータとを比較し、比較結果を可視化するデータを前記情報端末に送信する。【選択図】図２
