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余名选手同台竞技，最终决出32个入围决赛项目及55个优秀案例。
学院以参加AI赋能千行百业超级联赛为抓手，带动
师团队向新而行。此前，团队已在人工智能+交通、人工智能+建筑领域斩获二等奖2项、三等奖2项。此次参赛，是
院在人工智能+林业领域的首次校企合作探索，牵头联合4家企业申报的“基于多平台LiDAR与AI的森林三维智能监测系
面向东盟的区位优势，推动低空智能监测技术成果向东盟应用场景拓展，为中国—东盟绿色可持续发展贡献交院智

原文链接：https://www.gxjtc.edu.cn/tjxy/info/1090/2999.htm

7月24日，我院召开“AI+林草监测”工作专题会议，全面总结人工智能技术在林草监测领域的最新应用成果，部署下一阶段重点任务。
信息技术处朱子豪同志围绕“大兴安岭森林草原火险预测模型”核心任务，汇报了参与自然资源部与之江实验室种子班二期学习实践的攻关成果。项目团队从零起步，自主构建AI预测系统，首次建立高精度森林草原防火大模型，实现了火险预测从经验研判向智能预测的跨越。同步搭建的自动化业务流程，为提升重点林区

原文链接：https://www.forestry.gov.cn/c/hdy/xxdt/682562.jhtml

天长市的林业无人机智能管理平台结合AI技术，已在当地60万亩林区实现多场景落地应用。其搭载AI识别系统的无人机可自动识别野外用火、林木砍伐，10分钟内将任务派至管护人员手机，实现“自动上报—智能派发—快速处置—核查结案”闭环管理，重点林区巡护实现全覆盖；还可用于病虫害防治，相较传统人工喷药效率大幅提升，也能吊运林地补植苗木，大幅提高作业效率。

原文链接：https://www.forestry.gov.cn/lyj/1/slzhxx/20260609/674810.html

Article
A Next-Gen Agentic AI e-Service with Augmented Reality for Real-Time Timber Properties Assessment
Authors :
Vasiliki Chrysikou
University of Thessaly, 43100, Karditsa, Thessaly, Greece
,
Anthony Karageorgos
Anthony Karageorgos
University of Thessaly, 43100, Karditsa, Thessaly, Greece
https://orcid.org/0000-0002-4295-6719
,
Vassilis C. Gerogiannis
Vassilis C. Gerogiannis
University of Thessaly, 45300, Larissa, Thessaly, Greece
https://orcid.org/0000-0002-9895-7606
,
Georgios Ntalos
University of Thessaly, 43100, Karditsa, Thessaly, Greece
Pervasive Digital Services for People’s Well-

原文链接：https://dl.acm.org/doi/abs/10.1007/978-3-032-06164-5_22

value, lower-impact products.
Cumulative Impact of Artificial Intelligence on Forestry & Wood
Artificial intelligence is creating cumulative impact across the forestry & wood value chain by improving decision-making, operational efficiency, risk detection, and product quality. In forest management, AI models combined with satellite imagery, LiDAR, drones, climate datasets, and ground-based sensors can support forest inventory, biomass estimation, tree health assessment, species classification, harvest planning, wildfire risk mapping, and pest or disease detection. These tools enable more frequ

原文链接：https://www.360iresearch.com/library/intelligence/forestry-wood

y work on solutions for non-food plants that grow faster and larger, are resistant to drought and disease and are engineered to produce targeted end-products.
She discussed recent CBI discoveries, why the center is expanding into new plant feedstocks like pine and eucalyptus, and how automation and AI can accelerate the path from genetic insight to factory-ready plants. The use of AI and robotics is a cornerstone of the DOE Genesis Mission, a national initiative to build the world’s most powerful scientific platform to accelerate discovery science, strengthen national security, and drive ene

原文链接：https://www.ornl.gov/news/qa-melissa-cregger-field-factory-precision-crops/

Case studies
Bringing AI to the field: How UNaF students in Argentina tested Timbeter on native quebracho logs
January 26, 2026
What happens when future forestry engineers meet artificial intelligence in the middle of a log yard? At the Universidad Nacional de Formosa (UNaF) in Argentina, the answer was a hands-on academic project that brought Timbeter into real field conditions for the first time in their forestry program. The goal was clear: evaluate how well an AI-powered measurement tool performs on native species—specifically quebracho colorado (Schinopsis balansae)—and compare it to

原文链接：https://timbeter.com/blog/bringing-ai-to-the-field-how-unaf-students-in-argentina-tested-timbeter-on-native-quebracho-logs/

2025年05月01日
コラム
木とAIが出会うとき
情報・テクノロジー
環境
経済
工学部
木と3次元加工とAIの交差点で生まれるコトづくり
筆者は2025年4月から新たに始まった日本福祉大学工学部にて、木を使った建築の設計、研究、教
育に取り組んでいます。木という素材は、古来より人間の暮らしに深く根ざしてきた、最も身近な自然素材の一つといえます。近年では、3次元加工技術、特にCNC（コンピュータ数値制御）ルーターや、3Dプリンターの登場に

原文链接：https://www.n-fukushi.ac.jp/next-wellbeing/media/column/007355/

Woodot: An AI-Driven Mobile Robotic System for Sustainable Defect Repair in Custom Glulam Beams
Author
Listed:
Pierpaolo Ruttico
(Indexlab, Polo di Lecco, Politecnico di Milano, 23900 Lecco, Italy
These authors contributed equally to this work.)
Federico Bordoni
(Indexlab, Polo di Lecco, Politecnico di Milano, 23900 Lecco, Italy
These authors contributed equally to this work.)
Matteo Deval
(Indexlab, Polo di Lecco, Politecnico di Milano, 23900 Lecco, Italy
These authors contributed equally to this work.)
Registered:
Abstract
Defect repair on custom-curved glulam beams is still performed manual

原文链接：https://ideas.repec.org/a/gam/jsusta/v17y2025i12p5574-d1681029.html

d a very high need for precision, because if you spray the wrong chemical in the wrong place, you can kill the tree,” Daryl said.
Project lead Daryl Killin next to a bunya pine
The technology integrates high-resolution Global Navigation Satellite Systems (GNSS), LiDAR, inertial sensors (IMU), and AI-based obstacle detection, building on proven control technology developed by project partners. This geospatial backbone will enable not only robotic weed control, but also future applications such as inventory assessment, fire management, and forest monitoring.
Australia’s forestry sector is un

原文链接：https://student.usc.edu.au/research/forest-research-institute/highlighted-research-projects/15-million-afwi-investment-to-advance-autonomous-forestry-machinery-and-boost-sustainable-wood-production