-
A novel sampling design considering the local heterogeneity of soil for farm field-level mapping with multiple soil properties
Author: Wang, Yongji; Qi, Qingwen; Bao, Zhengyi; Wu, Lili; Geng, Qingling; Wang, Jun
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 1-22. DOI: 10.1007/s11119-022-09926-y
-
Deep convolutional neural networks for estimating maize above-ground biomass using multi-source UAV images: a comparison with traditional machine learning algorithms
Author: Yu, Danyang; Zha, Yuanyuan; Sun, Zhigang; Li, Jing; Jin, Xiuliang; Zhu, Wanxue; Bian, Jiang; Ma, Li; Zeng, Yijian; Su, Zhongbo
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 92-113. DOI: 10.1007/s11119-022-09932-0
-
Pineapple (Ananas comosus) fruit detection and localization in natural environment based on binocular stereo vision and improved YOLOv3 model
Author: Liu, Tian-Hu; Nie, Xiang-Ning; Wu, Jin-Meng; Zhang, Di; Liu, Wei; Cheng, Yi-Feng; Zheng, Yan; Qiu, Jian; Qi, Long
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 139-160. DOI: 10.1007/s11119-022-09935-x
-
Predicting the ripening time of 'Hass' and 'Shepard' avocado fruit by hyperspectral imaging
Author: Han, Yifei; Bai, Shahla Hosseini; Trueman, Stephen J.; Khoshelham, Kourosh; Kamper, Wiebke
Journal: PRECISION AGRICULTURE. 2023; Vol. , Issue , pp. -. DOI: 10.1007/s11119-023-10022-y
-
Influences of wind vortex intensity of rotor UAV on rice morphology and yield
Author: Wei, Xu; Zhang, Zhixun; Li, Huifen; Wu, Han; Lv, Jia; Wu, Longmei; Zhou, Meizhen; Li, Jiyu
Journal: PRECISION AGRICULTURE. 2023; Vol. , Issue , pp. -. DOI: 10.1007/s11119-023-10017-9
-
UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat
Author: Fei, Shuaipeng; Hassan, Muhammad Adeel; Xiao, Yonggui; Su, Xin; Chen, Zhen; Cheng, Qian; Duan, Fuyi; Chen, Riqiang; Ma, Yuntao
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 187-212. DOI: 10.1007/s11119-022-09938-8
-
Efficient tomato harvesting robot based on image processing and deep learning
Author: Miao, Zhonghua; Yu, Xiaoyou; Li, Nan; Zhang, Zhe; He, Chuangxin; Li, Zhao; Deng, Chunyu; Sun, Teng
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 254-287. DOI: 10.1007/s11119-022-09944-w
-
Grape leaf disease identification with sparse data via generative adversarial networks and convolutional neural networks
Author: Chen, Yiping; Wu, Qiufeng
Journal: PRECISION AGRICULTURE. 2023; Vol. 24, Issue 1, pp. 235-253. DOI: 10.1007/s11119-022-09941-z
