刘诗诗｜华中农业大学｜学者主页

2026

基于可解释机器学习的冬油菜叶片氮、磷、钾含量遥感估测

朱格格，王清华，吴海亚，任涛，刘诗诗，鲁剑巍

《农业机械学报》

2026

Attention-based pretrained deep learning framework for nutrient deficiency diagnosis in oilseed rape using UAV multispectral imagery

Shen-Ming Zhang, Shishi Liu, Gege Zhu, Linxin Xiong, Xin-Yue Mao, Shuai Dong, Tao Ren, Jianwei Lu

Smart Agricultural Technology

DOI

2026

In-season variable rate nitrogen topdressing recommendation and validation for winter oilseed rape cultivation supported by UAV multispectral imagery

Bin Zhou, Tengyu Guo, Qinghua Wang, Shen-Ming Zhang, Hao-Nan Mu, Huan He, T. Ren, Shishi Liu, Jianwei Lu

Industrial crops and products (Print)

DOI

2026

Balancing yield gap closure and winter fallow land expansion for sustainable rapeseed oil production in the Yangtze River Basin of China

Wen-Fa Fang, Shan-Qin Wang, Xin-Yue Mao, Ning Dong, Zhi-Feng Lu, Rihuan Cong, Xiao-Kun Li, Shishi Liu, T. Ren, Jian-Wei Lu

Agronomy for Sustainable Development

DOI

2025

钾肥用量对油菜产量和钾素积累及因冻害减产程度的影响

崔鑫，谷贺贺，宋毅，张哲，刘诗诗，陆志峰，任涛，鲁剑巍

《作物学报》

2025

磷肥用量对油菜产量、磷吸收及冻害减产的影响

王昆昆，王崇铭，刘陈，廖世鹏，任涛，刘诗诗，张哲，陆志峰，鲁剑巍

《植物营养与肥料学报》

2025

冬油菜产量及关键性状对低温冻害与氮肥用量的响应

方雯，崔鑫，陈爱武，陆志峰，刘诗诗，任涛，鲁剑巍

《植物营养与肥料学报》

2025

A meta-analysis of crop leaf nitrogen, phosphorus and potassium content estimation based on hyperspectral and multispectral remote sensing techniques

Gege Zhu, Qinghua Wang, Shen-Ming Zhang, Tengyu Guo, Shishi Liu, Jianwei Lu

Field crops research (Print)

DOI

2024

“环境遥感”全英文教学模式设计与评价

刘诗诗，杜佩瑜，张文婷，徐保东

《教育教学论坛》

2023

我国冬油菜养分精准调控策略与高效施肥技术体系

鲁剑巍，任涛，李小坤，丛日环，陆志峰，张洋洋，刘诗诗，廖世鹏，朱俊

《华中农业大学学报》

2023

雪茄茄衣CX-26品种干物质积累和氮磷钾养分吸收规律研究

张艳梅，杨春雷，饶雄飞，李小坤，刘诗诗，廖世鹏

《中国土壤与肥料》

2023

Remote estimation of leaf nitrogen concentration in winter oilseed rape across growth stages and seasons by correcting for the canopy structural effect

Shishi Liu, Xiao-Hui Bai, Gege Zhu, Yu Zhang, Lan-Tao Li, T. Ren, Jian-Wei Lu

Remote Sensing of Environment

DOI

2021

Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China

Xun Liang, Qingfeng Guan, Keith C. Clarke, Shishi Liu, Bingyu Wang, Yao Yao

Computers Environment And Urban Systems，Vol. 85

DOI

2021

Early prediction of the seed yield in winter oilseed rape based on the near-infrared reflectance of vegetation (NIRv)

Haiyan Fan, Shishi Liu, Jing Li, Lan-Tao Li, L. Dang, T. Ren, Jian-Wei Lu

Computers and Electronics in Agriculture

DOI

2020

Real-time and multi-stage recommendations for nitrogen fertilizer topdressing rates in winter oilseed rape based on canopy hyperspectral data

Shishi Liu, Lan-Tao Li, Haiyan Fan, Xian-ru Guo, Shan-Qin Wang, Jian-Wei Lu

DOI

2020

An Ensemble Modeling Framework for Distinguishing Nitrogen, Phosphorous and Potassium Deficiencies in Winter Oilseed Rape (Brassica napus L.) Using Hyperspectral Data

Shishi Liu, Xin Yang, Qing-Feng Guan, Zhi-Feng Lu, Jian-Wei Lu

Remote Sensing

DOI

2020

Mapping Ratoon Rice Planting Area in Central China Using Sentinel-2 Time Stacks and the Phenology-Based Algorithm

Shishi Liu, Yu-Ren Chen, Yintao Ma, Xiao-Xuan Kong, Xinyu Zhang, Dongying Zhang

Remote Sensing

DOI

2019

Assessing shaded-leaf effects on photochemical reflectance index (PRI) for water stress detection in winter wheat

Xin Yang, Shishi Liu, Yinuo Liu, Xifeng Ren, Hang Su

Biogeosciences，Vol. 16, No. 15

DOI

2019

Xin Yang, Shishi Liu, Yinuo Liu, Xifeng Ren, Hang Su

DOI

2018

A TPE based inversion of PROSAIL for estimating canopy biophysical and biochemical variables of oilseed rape

Shan-Qin Wang, Wen-Han Gao, Ming Jin, Lan-Tao Li, Dihong Xu, Shishi Liu, Jian-Wei Lu

Computers and Electronics in Agriculture

DOI

2017

基于高光谱的油菜叶面积指数估计

马驿，汪善勤，李岚涛，张铮，刘诗诗

《华中农业大学学报》

2016

Evaluating chlorophyll density in winter oilseed rape (Brassica napus L.) using canopy hyperspectral red-edge parameters

Lan-Tao Li, T. Ren, Yi Ma, Quan-Quan Wei, Shan-Qin Wang, Xiao-Kun Li, Rihuan Cong, Shishi Liu, Jian-Wei Lu

Computers and Electronics in Agriculture

DOI

2016

Assessing plant nitrogen concentration in winter oilseed rape using hyperspectral measurements

Lu Li, Shishi Liu, Shan-Qin Wang, Jian-Wei Lu, Lan-Tao Li, Yi Ma, Ming Jin

DOI

2016

Regional-scale winter wheat phenology monitoring using multisensor spatio-temporal fusion in a South Central China growing area

Shishi Liu, Wen-Hua Zhao, Huan-Feng Shen, Liang-Pei Zhang

DOI

2015

Remote Estimation of Leaf and Canopy Water Content in Winter Wheat with Different Vertical Distribution of Water-Related Properties

Shishi Liu, Yi Peng, W. Du, Yuan Le, Lu Li

Remote Sensing

DOI

刘诗诗

精选作品

期刊论文

基于可解释机器学习的冬油菜叶片氮、磷、钾含量遥感估测

Attention-based pretrained deep learning framework for nutrient deficiency diagnosis in oilseed rape using UAV multispectral imagery

In-season variable rate nitrogen topdressing recommendation and validation for winter oilseed rape cultivation supported by UAV multispectral imagery

Balancing yield gap closure and winter fallow land expansion for sustainable rapeseed oil production in the Yangtze River Basin of China

钾肥用量对油菜产量和钾素积累及因冻害减产程度的影响

磷肥用量对油菜产量、磷吸收及冻害减产的影响

冬油菜产量及关键性状对低温冻害与氮肥用量的响应

A meta-analysis of crop leaf nitrogen, phosphorus and potassium content estimation based on hyperspectral and multispectral remote sensing techniques

“环境遥感”全英文教学模式设计与评价

我国冬油菜养分精准调控策略与高效施肥技术体系

雪茄茄衣CX-26品种干物质积累和氮磷钾养分吸收规律研究

Remote estimation of leaf nitrogen concentration in winter oilseed rape across growth stages and seasons by correcting for the canopy structural effect

Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China

Early prediction of the seed yield in winter oilseed rape based on the near-infrared reflectance of vegetation (NIRv)

Real-time and multi-stage recommendations for nitrogen fertilizer topdressing rates in winter oilseed rape based on canopy hyperspectral data

An Ensemble Modeling Framework for Distinguishing Nitrogen, Phosphorous and Potassium Deficiencies in Winter Oilseed Rape (Brassica napus L.) Using Hyperspectral Data

Mapping Ratoon Rice Planting Area in Central China Using Sentinel-2 Time Stacks and the Phenology-Based Algorithm

Assessing shaded-leaf effects on photochemical reflectance index (PRI) for water stress detection in winter wheat

基于冠层高光谱反射率特征的油菜氮、磷、钾养分诊断技术

Estimating biomass of winter oilseed rape using vegetation indices and texture metrics derived from UAV multispectral images

Quantifying Impacts of Land-Use/Cover Change on Urban Vegetation Gross Primary Production: A Case Study of Wuhan, China

Diagnosis of nitrogen status in winter oilseed rape (Brassica napus L.) using in-situ hyperspectral data and unmanned aerial vehicle (UAV) multispectral images

Assessing leaf nitrogen concentration of winter oilseed rape with canopy hyperspectral technique considering a non-uniform vertical nitrogen distribution

Assessing shadow effects on Photochemical Reflectance Index (PRI) for the water stress detection in winter wheat

A TPE based inversion of PROSAIL for estimating canopy biophysical and biochemical variables of oilseed rape

基于高光谱的油菜叶面积指数估计

Evaluating chlorophyll density in winter oilseed rape (Brassica napus L.) using canopy hyperspectral red-edge parameters

Assessing plant nitrogen concentration in winter oilseed rape using hyperspectral measurements

Regional-scale winter wheat phenology monitoring using multisensor spatio-temporal fusion in a South Central China growing area

Remote Estimation of Leaf and Canopy Water Content in Winter Wheat with Different Vertical Distribution of Water-Related Properties

研究方向