由于生态环境的恶化,传统的林业资源调研与保护手段落后与碳中和目标,人工智能在林业领域有重要作用
Due to the deterioration of the ecological environment, the traditional means of forestry resource research and protection are lagging behind the carbon neutrality goal, and artificial intelligence plays an important role in the forestry field.
1990年至2015年间,世界森林面积减少了1%。
Between 1990 and 2015, the world's forest area decreased by 1%.
为什么要在森林保护上使用人工智能呢?我们有3个观点。
Why we need use AI technology on forest protection?We have three view.
观点1
1.通过使用先进技术对森林进行连续监测,可以获得准确而可靠的林业数据,并推进相关的研究和措施制定,其流失速度少有减缓,这为智能林业的发展提供了重要机会。
1. By using advanced technology for continuous monitoring of forests, accurate and reliable forestry data can be obtained, and relevant research and measures can be promoted. The rate of loss has been slowed down, providing important opportunities for the development of intelligent forestry.
观点2
2.深度学习可用于从LiDAR数据中提取树种并进行分类,是森林防火的一个方面
2.Deep learning can be used to extract tree species from LiDAR data and classify them, which is an aspect of forest fire prevention.
观点3
3.神经网络技术包括卷积神经网络和人工神经网络。为植物物种鉴定和叶片病害识别提供了有效的预处理和降噪方法。
3.Neural network technology includes convolutional neural networks and artificial neural networks. This provides effective preprocessing and noise reduction methods for plant species identification and leaf disease identification.
总结
所以,我们认为要在森林保护上使用人工智能。
So,We think we need to use AI technology on Forest Protection