季一山｜浙江农林大学｜学者主页

2026

Early prediction of faba bean yield and yield categories based on spectral-texture fusion of UAV hyperspectral imaging

Yishan Ji, Yue Song, Ying Jin, Yuxing Cui, Yu Jin, Mingquan Ding, Tao Yang

Journal of Integrative Agriculture

DOI

2026

FB-YOLO11s: An effective model for estimating faba bean seedling number from UAV-RGB images

Yu Jin, Yingying Zhang, Ying Jin, Tao Yang, Mingquan Ding, Yishan Ji

Smart Agricultural Technology

DOI

2026

Deep learning-based classification of waterlogging stress level in rapeseed seedlings using low-cost RGB images

Yishan Ji, Ying Jin, Yu Jin, Haoyan Song, Linxuan Jiang, Feng Jing, Mingquan Ding

Agricultural Water Management

DOI

2025

Salvia miltiorrhiza-derived carbon dots confer resistance to Sclerotinia sclerotiorum in Brassica napus L.

Xia Huang, Hongyu Lei, Haijuan Cao, Xiaolian Xiong, Zhipeng Yu, Feng Jing, Yishan Ji, Nan Wang, Ying Jin, Hongbo Liu, Jian Sun, Mingquan Ding

The Crop Journal

DOI

2025

Combining Hyperspectral Imaging with Ensemble Learning for Estimating Rapeseed Chlorophyll Content Under Different Waterlogging Durations

Ying Jin, Yaoqi Peng, Haoyan Song, Jin Yu, Linxuan Jiang, Yishan Ji, Mingquan Ding

Plants

DOI

2025

Assessment of salt tolerance in peas using machine learning and multi-sensor data

Zehao Liu, Qiyan Jiang, Yishan Ji, Rong Liu, Hongquan Liu, Xiuxiu Ya, Zhenxing Liu, Zhirui Wang, Xiuliang Jin, Tao Yang

Plant Stress

DOI

2024

High-throughput phenotypic traits estimation of faba bean based on machine learning and drone-based multimodal data

Yishan Ji, Zehao Liu, Rong Liu, Zhirui Wang, Xuxiao Zong, Tao Yang

Computers and Electronics in Agriculture

DOI

2024

Ensemble Learning for Pea Yield Estimation Using Unmanned Aerial Vehicles, Red Green Blue, and Multispectral Imagery

Zehao Liu, Yishan Ji, Xiuxiu Ya, Rong Liu, Zhenxing Liu, X. Zong, Tao Yang

Drones

DOI

2023

Development of an Agrobacterium-mediated CRISPR/Cas9 system in pea(Pisum sativum L.)

Guan Li, Rong Liu, Rongfang Xu, Rajeev K.Varshney, Hanfeng Ding, Mengwei Li, Xin Yan, Shuxian Huang, Juan Li, Dong Wang, Yishan Ji, Chenyu Wang, Junguang He, Yingfeng Luo, Shenghan Gao, Pengcheng Wei, Xuxiao Zong, Tao Yang

The Crop Journal

2023

Faba Bean (Vicia faba L.) Yield Estimation Based on Dual-Sensor Data

Yuxing Cui, Yishan Ji, Rong Liu, Wei-Yu Li, Yu-Jiao Liu, Zehao Liu, X. Zong, T. Yang

Drones

DOI

2023

Faba bean and pea harvest index estimations using aerial-based multimodal data and machine learning algorithms

Yishan Ji, Zehao Liu, Yuxing Cui, Rong Liu, Zhen Chen, X. Zong, Tao Yang

Plant Physiology

DOI

2023

Faba bean above-ground biomass and bean yield estimation based on consumer-grade unmanned aerial vehicle RGB images and ensemble learning

Yishan Ji, Rong Liu, Yong-Gui Xiao, Yuxing Cui, Zhen Chen, X. Zong, T. Yang

Precision Agriculture

DOI

2022

Estimation of plant height and yield based on UAV imagery in faba bean (Vicia faba L.)

Yishan Ji, Zhen Chen, Qian Cheng, Rong Liu, Mengwei Li, Xin Yan, Guan Li, Dong Wang, Li Fu, Yu Ma, Xiu-Liang Jin, X. Zong, T. Yang

Plant Methods

DOI

2020

RNA-Seq analysis and development of SSR and KASP markers in lentil (Lens culinaris Medikus subsp. culinaris)

Dong Wang, Tao Yang, Rong Liu, Nana Li, Xiao-Mu Wang, A. Sarker, Xiao-Dong Zhang, Run-Fang Li, Y. Pu, Guan Li, Yuning Huang, Yishan Ji, Zhaojun Li, Qian Tian, X. Zong, Hanfeng Ding

DOI

季一山

精选作品

期刊论文

Early prediction of faba bean yield and yield categories based on spectral-texture fusion of UAV hyperspectral imaging

FB-YOLO11s: An effective model for estimating faba bean seedling number from UAV-RGB images

Deep learning-based classification of waterlogging stress level in rapeseed seedlings using low-cost RGB images

Salvia miltiorrhiza-derived carbon dots confer resistance to Sclerotinia sclerotiorum in Brassica napus L.

Combining Hyperspectral Imaging with Ensemble Learning for Estimating Rapeseed Chlorophyll Content Under Different Waterlogging Durations

Assessment of salt tolerance in peas using machine learning and multi-sensor data

High-throughput phenotypic traits estimation of faba bean based on machine learning and drone-based multimodal data

Ensemble Learning for Pea Yield Estimation Using Unmanned Aerial Vehicles, Red Green Blue, and Multispectral Imagery

Development of an Agrobacterium-mediated CRISPR/Cas9 system in pea(Pisum sativum L.)

Faba Bean (Vicia faba L.) Yield Estimation Based on Dual-Sensor Data

Faba bean and pea harvest index estimations using aerial-based multimodal data and machine learning algorithms

Faba bean above-ground biomass and bean yield estimation based on consumer-grade unmanned aerial vehicle RGB images and ensemble learning

Estimation of plant height and yield based on UAV imagery in faba bean (Vicia faba L.)

RNA-Seq analysis and development of SSR and KASP markers in lentil (Lens culinaris Medikus subsp. culinaris)

研究方向