[{"data":1,"prerenderedAt":314},["ShallowReactive",2],{"content-query-ZMIXhCecgl":3},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":9,"date":10,"cover":11,"type":12,"body":13,"_type":308,"_id":309,"_source":310,"_file":311,"_stem":312,"_extension":313},"/news/en/1848","en",false,"","Building a Promising Future for Remote Sensing Applications","At the end of the meeting, Mr. Hu Xiangyun, Secretary-General of the Alliance, called members to cooperate for developing advanced remote sensing technologies and building an open source ecosystem.","2022-08-10","https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/4e3addbc3a03441bb1743198bc431da6.png","news",{"type":14,"children":15,"toc":305},"root",[16,24,38,43,51,56,61,68,77,84,89,94,99,106,111,116,121,126,131,138,143,150,155,162,167,172,177,182,187,194,199,204,209,216,221,226,231,236,241,246,253,258,265,270,277,282,289,294,298],{"type":17,"tag":18,"props":19,"children":21},"element","h1",{"id":20},"building-a-promising-future-for-remote-sensing-applications",[22],{"type":23,"value":8},"text",{"type":17,"tag":25,"props":26,"children":27},"p",{},[28,30,36],{"type":23,"value":29},"On August 9th, the second session of the Remote Sensing Open Source Ecosystem Alliance was successfully held in Wuhan Guanggu, where 36 Alliance members were awarded with certificates, representatives of enterprises and universities discussed the cutting-edge applications and projects related to intelligent remote sensing, and the ",{"type":17,"tag":31,"props":32,"children":33},"em",{},[34],{"type":23,"value":35},"White Paper on the Application of Wuhan.LuojiaNET/LuojiaSET",{"type":23,"value":37}," was released.",{"type":17,"tag":25,"props":39,"children":40},{},[41],{"type":23,"value":42},"The meeting was sponsored by Wuhan University, Wuhan AI Computing Center, and Huawei Technologies Co., Ltd., and co-hosted by the MindSpore open source community, with the aim to bring talent to drive the development of remote sensing industry.",{"type":17,"tag":25,"props":44,"children":45},{},[46],{"type":17,"tag":47,"props":48,"children":50},"img",{"alt":7,"src":49},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/f3bdbf5022ff4c439f6b55078ebed7d5.png",[],{"type":17,"tag":25,"props":52,"children":53},{},[54],{"type":23,"value":55},"1. Granting Certificates to Alliance Members",{"type":17,"tag":25,"props":57,"children":58},{},[59],{"type":23,"value":60},"Cooperation among enterprises has flourished the remote sensing field. At the meeting, certificates were granted to the 36 enterprises newly joined the Alliance. Their participation would help explore a new development path of remote sensing and innovate technologies.",{"type":17,"tag":25,"props":62,"children":63},{},[64],{"type":17,"tag":47,"props":65,"children":67},{"alt":7,"src":66},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/926a6b4e126e4725a1c8559b9ab86f70.png",[],{"type":17,"tag":25,"props":69,"children":70},{},[71,73],{"type":23,"value":72},"2. Releasing the ",{"type":17,"tag":31,"props":74,"children":75},{},[76],{"type":23,"value":35},{"type":17,"tag":25,"props":78,"children":79},{},[80],{"type":17,"tag":47,"props":81,"children":83},{"alt":7,"src":82},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/229ca5651757473abc07b11307bc10d7.png",[],{"type":17,"tag":25,"props":85,"children":86},{},[87],{"type":23,"value":88},"Wuhan University and the Huawei Ascend AI team built Wuhan.LuoJiaNET, the world's first AI framework dedicated to remote sensing image interpretation, and Wuhan.LuoJiaSET, the industry's largest remote sensing image dataset. The release of the white paper is a breakthrough for the cooperation between Wuhan University and Huawei in the remote sensing field.",{"type":17,"tag":25,"props":90,"children":91},{},[92],{"type":23,"value":93},"The white paper introduces the key technologies and usage guidelines of Wuhan.LuojiaNET and Wuhan.LuojiaSET. With the guidance of the White Paper, Alliance members can quickly complete model training, tuning, and inference, and then industrialize research outcomes.",{"type":17,"tag":25,"props":95,"children":96},{},[97],{"type":23,"value":98},"3. Building a Promising Future for Remote Sensing Applications",{"type":17,"tag":25,"props":100,"children":101},{},[102],{"type":17,"tag":47,"props":103,"children":105},{"alt":7,"src":104},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/658fea4298f0440fa21dd2655eac8b0c.png",[],{"type":17,"tag":25,"props":107,"children":108},{},[109],{"type":23,"value":110},"Mr. Gong Jianya, Academician of the Chinese Academy of Sciences, said that with the development of technologies such as big data and AI, deep-learning based remote sensing image interpretation and monitoring have taken the advantages.",{"type":17,"tag":25,"props":112,"children":113},{},[114],{"type":23,"value":115},"Remote sensing plays a crucial role in earth observation and intelligent data processing, requiring a self-built open source framework to gain competitiveness in the remote sensing industry.",{"type":17,"tag":25,"props":117,"children":118},{},[119],{"type":23,"value":120},"Supported by the National Natural Science Foundation of China and Wuhan AI Computing Center, Wuhan University and Huawei jointly built the MindSpore-based Wuhan.LuojiaNET and Wuhan.LuojiaSET that are open sourced in the Ascend and MindSpore communities.",{"type":17,"tag":25,"props":122,"children":123},{},[124],{"type":23,"value":125},"To transform scientific research achievements of remote sensing into applications, Wuhan University, Huawei, and China Association of Satellite Application jointly established the Remote Sensing Open Source Ecosystem Alliance.",{"type":17,"tag":25,"props":127,"children":128},{},[129],{"type":23,"value":130},"Mr. Gong also expressed his hope in building an advanced remote sensing framework and a vibrant open source ecosystem.",{"type":17,"tag":25,"props":132,"children":133},{},[134],{"type":17,"tag":47,"props":135,"children":137},{"alt":7,"src":136},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/217bab2799f5450e88b8e6855816cb08.png",[],{"type":17,"tag":25,"props":139,"children":140},{},[141],{"type":23,"value":142},"Mr. Jiao Licheng, Academician of the Academia Europaea and Russian Academy of Natural Sciences, pointed out in his speech that the remote sensing industry still faces challenges, though some breakthroughs have been made. He proposed some suggestions for promoting the remote sensing industry, such as tapping into talent in and outside China, encouraging collaboration and innovation in core remote sensing technologies.",{"type":17,"tag":25,"props":144,"children":145},{},[146],{"type":17,"tag":47,"props":147,"children":149},{"alt":7,"src":148},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/a0110cef7e044316851955419761956e.png",[],{"type":17,"tag":25,"props":151,"children":152},{},[153],{"type":23,"value":154},"Mr. Zhou Zikuan, Deputy Secretary-General of the China Association of Remote Sensing Application, thanked the hard work of the Director and Secretary-General of the Alliance and gave credits to the technology advantages of Wuhan.LuojiaNET and Wuhan.LuojiaSET, for attracting Alliance members. He believed that the development of the Alliance depends on AI and data sharing technologies, which brings new opportunities for further development of the remote sensing industry.",{"type":17,"tag":25,"props":156,"children":157},{},[158],{"type":17,"tag":47,"props":159,"children":161},{"alt":7,"src":160},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/852f2592eac545a18532a2eb45b88e51.png",[],{"type":17,"tag":25,"props":163,"children":164},{},[165],{"type":23,"value":166},"Mr. Zhang Dixuan, President of Huawei Ascend Computing Business, said that AI is a decisive force to lead a new round of industrial transformation.",{"type":17,"tag":25,"props":168,"children":169},{},[170],{"type":23,"value":171},"In May 2021, Mr. Gong's team and Huawei started the cooperation on an AI-based remote sensing project and jointly built Wuhan.LuojiaNET and Wuhan.LuojiaSET.",{"type":17,"tag":25,"props":173,"children":174},{},[175],{"type":23,"value":176},"In December, the Alliance was established. Since then, many industry-leading scientific achievements have been implemented in applications, and solutions have been developed for implementing remote sensing technologies.",{"type":17,"tag":25,"props":178,"children":179},{},[180],{"type":23,"value":181},"Mr. Zhang emphasized that Huawei would continuously support the development of the Alliance members based on Ascend AI technologies, thereby providing better services.",{"type":17,"tag":25,"props":183,"children":184},{},[185],{"type":23,"value":186},"4. Innovation Trend in Remote Sensing Field",{"type":17,"tag":25,"props":188,"children":189},{},[190],{"type":17,"tag":47,"props":191,"children":193},{"alt":7,"src":192},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/d07590dc41da490fad2625bb4828efe4.png",[],{"type":17,"tag":25,"props":195,"children":196},{},[197],{"type":23,"value":198},"At the meeting, Mr. Zhang Bing, Consultant of the Alliance and Vice President of Aerospace Information Research Institute, Chinese Academy of Sciences, pointed out two trends of the remote sensing satellite technologies.",{"type":17,"tag":25,"props":200,"children":201},{},[202],{"type":23,"value":203},"The first is the intelligent analysis of multi-modal remote sensing data, which has become an important development direction. In particular, multiple imaging modes with different mechanisms are of great significance to intelligent analysis.",{"type":17,"tag":25,"props":205,"children":206},{},[207],{"type":23,"value":208},"The second is the event prediction based on the deep coupling of model data. Models used to be built on the obtained data, while the future models will couple model ports with data obtaining devices to guide data acquisition and real-time event prediction. With no doubt, the combination of intelligent remote sensing satellites and augmented reality has been a new growth driver to the industry.",{"type":17,"tag":25,"props":210,"children":211},{},[212],{"type":17,"tag":47,"props":213,"children":215},{"alt":7,"src":214},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/7521fd9df8df49ba8ae9a2dc5882af44.png",[],{"type":17,"tag":25,"props":217,"children":218},{},[219],{"type":23,"value":220},"Mr. Hou Biao, Consultant of the Alliance and Executive Dean of School of Artificial Intelligence, Xidian University, introduced the intelligent interpretation technology of remote sensing images and its application cases.",{"type":17,"tag":25,"props":222,"children":223},{},[224],{"type":23,"value":225},"He mentioned a radar foundation model, built based on the Ascend AI software and hardware platform, has provided solutions for agriculture, forestry, urban construction, and disaster detection and evaluation.",{"type":17,"tag":25,"props":227,"children":228},{},[229],{"type":23,"value":230},"The intelligent interpretation technology of remote sensing images helps obtain the SAR images of a county affected by a flood. Through the analysis of changing SAR images, the primary and secondary disaster areas are detected, assisting in disaster relief.",{"type":17,"tag":25,"props":232,"children":233},{},[234],{"type":23,"value":235},"The AI and remote sensing technologies also can be used to analyze the changes of ground objects, such as meadows, vegetation, buildings, and roads, in a mountainous area over years to support ecological environment protection.",{"type":17,"tag":25,"props":237,"children":238},{},[239],{"type":23,"value":240},"5. Latest Industry-Specific Applications",{"type":17,"tag":25,"props":242,"children":243},{},[244],{"type":23,"value":245},"At the event, several representatives of the Alliance members shared their solutions developed based on the Ascend AI technologies, Wuhan.LuojiaNET, and Wuhan.LuojiaSET.",{"type":17,"tag":25,"props":247,"children":248},{},[249],{"type":17,"tag":47,"props":250,"children":252},{"alt":7,"src":251},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/2ab29bf673864bef8ec51121b2faa361.png",[],{"type":17,"tag":25,"props":254,"children":255},{},[256],{"type":23,"value":257},"Mr. Wang Liangliang introduced a smart solution for natural resources that features \"service intelligence, space intelligence, and data intelligence\" and empowers the remote sensing industry through four aspects – data perception, analysis and decision-making, collaboration, and prediction and deduction.",{"type":17,"tag":25,"props":259,"children":260},{},[261],{"type":17,"tag":47,"props":262,"children":264},{"alt":7,"src":263},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/40498a9a99d64b1782f292f24223d851.png",[],{"type":17,"tag":25,"props":266,"children":267},{},[268],{"type":23,"value":269},"Mr. Li Xiaokai introduced an intelligent platform for processing remote sensing images that can interpret high-resolution remote sensing images of buildings, roads, water, cultivated lands, and forest lands with accuracy above 90%, providing support for AI + remote sensing applications.",{"type":17,"tag":25,"props":271,"children":272},{},[273],{"type":17,"tag":47,"props":274,"children":276},{"alt":7,"src":275},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/5c29d8d9979b4ac0b19c0cecc588de44.png",[],{"type":17,"tag":25,"props":278,"children":279},{},[280],{"type":23,"value":281},"Mr. Hao Jingjing presented a platform for detecting the change of urban land. The platform uses AI technologies to analyze the massive remote sensing data of the urban building changes, thereby monitoring the urban ground change to support smart city governance. He also introduced a MindSpore-based intelligent platform to monitor the coverage of cultivated lands and provide protection suggestions.",{"type":17,"tag":25,"props":283,"children":284},{},[285],{"type":17,"tag":47,"props":286,"children":288},{"alt":7,"src":287},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/4fd1d68398864489b3fa8423fbb0f92d.png",[],{"type":17,"tag":25,"props":290,"children":291},{},[292],{"type":23,"value":293},"Mr. Huang Jie inaugurated the SaaS service platform for smart agriculture. Built on MindSpore, Wuhan.LuojiaNET, and proprietary algorithms, samples, and data source, the platform has built more than 300 models for data collection and scenario-specific products, covering agriculture, agriculture insurance, financial futures on agriculture, and digital villages. It also provides big data services of remote sensing satellites to intelligentize the development of agriculture production, arable land conservation, agricultural finance, meteorology, and ecosystem.",{"type":17,"tag":25,"props":295,"children":296},{},[297],{"type":23,"value":9},{"type":17,"tag":25,"props":299,"children":300},{},[301],{"type":17,"tag":47,"props":302,"children":304},{"alt":7,"src":303},"https://obs-mindspore-file.obs.cn-north-4.myhuaweicloud.com/file/2022/09/29/bde1d80409414a9195ece78f07c42c1c.png",[],{"title":7,"searchDepth":306,"depth":306,"links":307},4,[],"markdown","content:news:en:1848.md","content","news/en/1848.md","news/en/1848","md",1776506044641]