王鹏新

2026

基于MAML算法的高分五号高光谱图像小样本植被分类

《自然资源遥感》

2026

基于LSTM-AM的冬小麦单产估测模型构建及其可解释性分析

《农业机械学报》

2026

Land Surface Temperature End-to-End Retrieval From Fengyun-4B AGRI Thermal Infrared Remote Sensing Data Considering the Emissivity Angular Effect

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Agricultural drought occurring in southwest China’s major grain-producing region: Spatiotemporal evolution, crop growth risks and yield estimation

Information Processing in Agriculture

DOI

2026

Winter Wheat Yield Estimations Based on Multisource Remote Sensing Parameters and the BiLSTM–CNN Model

Remote Sensing

DOI

2025

基于条件植被温度指数的四川盆地干旱监测研究

《中国农业信息》

2025

Towards regional drought monitoring with Sentinel-3 vegetation temperature condition index in the Sichuan Basin, PR China

Remote Sensing Applications Society and Environment

DOI

2025

Improved field-scale drought monitoring using MODIS and Sentinel-2 data for vegetation temperature condition index generation through a fusion framework

Computers and Electronics in Agriculture

DOI

2025

Land Surface Temperature End-to-End Retrieval Considering the Topographic Effect Using Radiative Transfer Model-Driven Convolutional Neural Network

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

An interpretable wheat yield estimation model using an attention mechanism-based deep learning framework with multiple remotely sensed variables

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Improved leaf area index reconstruction in heavily cloudy areas: A novel deep learning approach for SAR-Optical fusion integrating spatiotemporal features

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Pixel-based agricultural drought forecasting based on deep learning approach: Considering the linear trend and residual feature of vegetation temperature condition index

Computers and Electronics in Agriculture

DOI

2025

Enhancing Winter Wheat Yield Estimation With a CNN-Transformer Hybrid Framework Utilizing Multiple Remotely Sensed Parameters

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Optimizing Soil Properties Mapping: A Comparative Study of UAV and Satellite Imagery With Ensemble Learning Framework

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

WVTF: A Transformer-Based Model Toward Improving Wheat Yield Estimation Under Mode Decomposition Technique

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

A Knowledge-Guided Deep Learning Framework With Remotely Sensed Variables and Meteorological Variables for Improving Wheat Yield Estimation

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

An Interpretable Wheat Yield Estimation Model Using Time Series Remote Sensing Data and Considering Meteorological and Soil Influences

Remote Sensing

DOI

2025

An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates

Computers and Electronics in Agriculture

DOI

2024

Attention mechanism-based deep learning approach for wheat yield estimation and uncertainty analysis from remotely sensed variables

Agricultural And Forest Meteorology，Vol. 356

DOI

2024

Machine learning techniques and interpretability for maize yield estimation using Time-Series images of MODIS and Multi-Source data

Computers and Electronics in Agriculture

DOI

2024

Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Coupling of weather generator and crop model for enhanced low-temperature stress sample augmentation in Henan Province, PR China

Computers and Electronics in Agriculture

DOI

2024

A graph-based deep learning framework for field scale wheat yield estimation

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

Study on the impact of low‐temperature stress on winter wheat based on multi‐model coupling

Food and Energy Security

DOI

2024

Comparison of Nighttime Land Surface Temperature Retrieval Using Mid-Infrared and Thermal Infrared Remote Sensing Data Under Different Atmospheric Water Vapor Conditions

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables

Computers and Electronics in Agriculture

DOI

2023

A multitemporal index for the automatic identification of winter wheat based on Sentinel-2 imagery time series

GIScience & Remote Sensing

DOI

2023

A Modified Transfer-Learning-Based Approach for Retrieving Land Surface Temperature From Landsat-8 TIRS Data

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables

Computers and Electronics in Agriculture

DOI

2023

Enhanced Feature Extraction From Assimilated VTCI and LAI With a Particle Filter for Wheat Yield Estimation Using Cross-Wavelet Transform

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

基于Sentinel-3条件植被温度指数的关中平原干旱监测

《陕西气象》

2022

利用双变量同化与PCA-Copula法的冬小麦单产估测

《武汉大学学报(信息科学版)》

2022

Combining Sentinel-1 and -3 Imagery for Retrievals of Regional Multitemporal Biophysical Parameters Under a Deep Learning Framework

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Mid-Infrared Emissivity Retrieval from Nighttime Sentinel-3 SLSTR Images Combining Split-Window Algorithms and the Radiance Transfer Method

International Journal of Environmental Research and Public Health

DOI

2022

Improving wheat yield estimates using data augmentation models and remotely sensed biophysical indices within deep neural networks in the Guanzhong Plain, PR China

Computers and Electronics in Agriculture

DOI

2022

Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data

Computers and Electronics in Agriculture

DOI

2021

An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China

Agricultural And Forest Meteorology，Vol. 310

DOI

2021

频率直方图与植被指数结合的冬小麦遥感产量估测

《农业工程学报》

2021

农业干旱卫星遥感监测与预测研究进展

《智慧农业(中英文)》

2021

基于Shapley值组合预测的玉米单产估测

《农业机械学报》

2021

A deep learning framework under attention mechanism for wheat yield estimation using remotely sensed indices in the Guanzhong Plain, PR China

International Journal of Applied Earth Observation and Geoinformation

DOI

2021

Progress of Agricultural Drought Monitoring and Forecasting Using Satellite Remote Sensing

DOI

2021

Improving Wheat Yield Estimates by Integrating a Remotely Sensed Drought Monitoring Index Into the Simple Algorithm for Yield Estimate Model

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2020

Evaluation of Drought Monitoring Effect of Winter Wheat in Henan Province of China Based on Multi-Source Data

Sustainability，Vol. 12, No. 7

DOI

2020

Drought Monitoring Using the Sentinel-3-Based Multiyear Vegetation Temperature Condition Index in the Guanzhong Plain, China

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2020

Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2, -3 and MODIS imagery

Computers and Electronics in Agriculture

DOI

2020

Developing a fused vegetation temperature condition index for drought monitoring at field scales using Sentinel-2 and MODIS imagery

Computers and Electronics in Agriculture

DOI

2020

Effectiveness of upscaling the vegetation temperature condition index retrieved from Landsat data using an algorithm combining the trend surface analysis and the spatial variation weight method

European Journal of Remote Sensing

DOI

2020

Monitoring maize growth on the North China Plain using a hybrid genetic algorithm-based back-propagation neural network model

Computers and Electronics in Agriculture

DOI

2020

Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields

Computers and Electronics in Agriculture

DOI

2020

An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China

Computers and Electronics in Agriculture

DOI

2019

基于时间序列叶面积指数稀疏表示的作物种植区域提取

《遥感学报》

2019

长时间序列气象数据结合随机森林法早期预测冬小麦产量

《农业工程学报》

2019

Extraction of planting areas of main crops based on sparse representation of time-series leaf area index

National Remote Sensing Bulletin

DOI

2019

Monitoring maize growth conditions by training a BP neural network with remotely sensed vegetation temperature condition index and leaf area index

Computers and Electronics in Agriculture

DOI

2018

基于时间序列Sentinel-1A数据的玉米种植面积监测研究

《资源科学》

2018

Sentinel-2卫星影像的大气校正方法

《光学学报》

2018

河北省中部平原玉米长势遥感综合监测

《资源科学》

2018

应用粒子滤波同化条件植被温度指数的土壤水分估测

《干旱地区农业研究》

2018

基于WOFOST-SHAW耦合模型的冬小麦冠层气温模拟

《农业机械学报》

2018

基于遗传算法的条件植被温度指数的时间尺度转换方法

《水土保持研究》

DOI

2018

应用Morlet评估不同生育时期干旱对小麦单产的影响

《中国农业信息》

2018

应用条件植被温度指数预测县域尺度小麦单产

《武汉大学学报(信息科学版)》

2018

条件植被温度指数的多尺度特性分析与应用

《武汉大学学报(信息科学版)》

2018

Monitoring of maize planting area based on time-series Sentinel-1A SAR data

2018

Precise identification of maize in the North China Plain based on Sentinel-1A SAR time series data

International Journal of Remote Sensing

DOI

2018

Spatiotemporal crop NDVI responses to climatic factors in mainland China

International Journal of Remote Sensing

DOI

2018

Identifying crop planting areas using Fourier-transformed feature of time series MODIS leaf area index and sparse-representation-based classification in the North China Plain

International Journal of Remote Sensing

DOI

2018

Mapping MODIS LST NDVI Imagery for Drought Monitoring in Punjab Pakistan

IEEE Access

DOI

2018

Integrated maize growth monitoring based on gray correlation analysis and remote sense data in the central plain of Hebei Province

2018

Remote Sensing Spatial and Temporal Earth Observations in Pakistan

Biomedical Journal of Scientific & Technical Research

DOI

2018

Developing an integrated indicator for monitoring maize growth condition using remotely sensed vegetation temperature condition index and leaf area index

Computers and Electronics in Agriculture

DOI

2018

Geospatial Observations Using Vegetation Temperature Condition Index for DroughtConditions Over the Cropland of Punjab, Pakistan

2017

Assimilation of the leaf area index and vegetation temperature condition index for winter wheat yield estimation using Landsat imagery and the CERES-Wheat model

Agricultural And Forest Meteorology，Vol. 246

DOI

2017

基于SHAW模型的冬小麦叶温模拟

《农业机械学报》

2017

An Up-Scaled Vegetation Temperature Condition Index Retrieved From Landsat Data with Trend Surface Analysis

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2017

粒子フィルタアルゴリズムを用いた冬コムギの収量推定のためのCERES‐Wheatモデルを用いた葉面積指数と表面土壌水分の同化【Powered by NICT】

2017

Assimilation of Leaf Area Index and Surface Soil Moisture With the CERES-Wheat Model for Winter Wheat Yield Estimation Using a Particle Filter Algorithm

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2016

Monitoring winter wheat drought threat in Northern China using multiple climate-based drought indices and soil moisture during 2000-2013

Agricultural And Forest Meteorology，Vol. 228

DOI

2016

基于MODIS大气廓线产品分析晚霜冻对冬小麦产量的影响

《中国农业科技导报(中英文)》

DOI

2016

基于作物及遥感同化模型的小麦产量估测

《农业工程学报》

2016

SHAW模型在冬小麦晚霜冻害监测中的适用性研究

《农业机械学报》

2016

不同时间尺度条件植被温度指数干旱监测方法的适用性分析

《干旱区研究》

2016

效率系数和一致性指数及其在干旱预测精度评价中的应用

《干旱地区农业研究》

2016

基于动态模拟的冬小麦水分胁迫敏感性研究

《干旱地区农业研究》

2016

基于LAI和VTCI及粒子滤波同化算法的冬小麦单产估测

《农业机械学报》

2016

降水温度指数及其在旱涝灾害监测中的应用

《江苏农业学报》

2016

Influence of late frost on winter wheat yield using MODIS atmospheric profile retrieval products.

2016

Precipitation-temperature index and its application in drought and flood disasters monitoring

2016

作物およびリモートセンシング同化モデルに基づくコムギ収量推定【JST・京大機械翻訳】

2016

Drought Forecasting with Vegetation Temperature Condition Index Using ARIMA Models in the Guanzhong Plain

Remote Sensing

DOI

2016

主成分分析とCOPULA関数に基づく干ばつ影響評価研究【JST・京大機械翻訳】

2016

非線形特性に基づく干ばつ影響評価研究【JST・京大機械翻訳】

2016

降雨温度指数と洪水災害モニタリングへの応用【JST・京大機械翻訳】

2015

基于时间序列LAI和ET同化的冬小麦遥感估产方法比较

《农业工程学报》

2015

合成孔径雷达土壤水分反演研究进展

《资源科学》

2015

基于四维变分和集合卡尔曼滤波同化方法的冬小麦单产估测

《农业工程学报》

2015

基于CERES-Wheat和遥感数据的土壤水分供给量反演

《农业机械学报》

2015

基于SHAW模型的冬小麦近地面层气温模拟

《农业机械学报》

2015

Retrieval of Soil Moisture Supplement Based on CERES-Wheat Model and Remote Sensing Data

DOI

2015

Comparison of remote sensing yield estimation methods for winter wheat based on assimilating time-sequence LAI and ET

DOI

2014

基于Aqua-MODIS数据的条件植被温度指数干旱等级监测研究

《遥感信息》

2014

基于时间序列MODIS LST产品的重构研究

《中国农业科技导报(中英文)》

2014

条件植被温差指数干旱监测方法的研究与应用

《干旱区资源与环境》

2014

集合卡尔曼滤波同化估算地表水热通量的研究

《电子科技大学学报》

2014

基于条件植被温度指数的冬小麦主要生育时期干旱监测效果评价——Ⅱ.改进的层次分析法和变异系数法组合赋权

《干旱地区农业研究》

2014

基于条件植被温度指数的冬小麦主要生育时期干旱监测效果评价Ⅲ——干旱对冬小麦产量的影响评估

《干旱地区农业研究》

2014

Studies on reconstructing MODIS LST products based on time series.

2013

基于Terra-MODIS和NOAA-AVHRR数据的条件植被温度指数干旱监测及其对比分析

《干旱区资源与环境》

2013

冬小麦拔节期遥感监测方法研究

《中国农业科技导报(中英文)》

2013

基于条件植被温度指数的冬小麦主要生育时期干旱监测效果评价——I.因子权重排序法和熵值法组合赋权

《干旱地区农业研究》

2013

基于相空间重构与RBF神经网络模型的面上干旱预测研究

《干旱地区农业研究》

2013

2013年关中地区春旱的实时监测与剖析

《干旱地区农业研究》

2013

基于作物模型模拟年际生物量变化的冬小麦干旱监测研究

《干旱地区农业研究》

2013

Comparison study on VTCI drought monitoring results using Terra-MODIS and NOAA-AVHRR data

2013

Research of regional drought forecasting based on phase space reconstruction and RBF neural network model

2013

Drought forecasts based on SARIMA models and vegetation temperature condition index.

2012

Kappa系数的修正及在干旱预测精度及一致性评价中的应用

《农业工程学报》

2012

基于粒子滤波的LAI时间序列重构算法设计与实现

《中国农业科技导报(中英文)》

2012

Design and Realization of Reconstructing LAI Time-series Data by Particle Filter

2012

Application of the ARIMA Models in Drought Forecasting Using the Standardized Precipitation Index

Conference on Control Technology and Applications

DOI

2011

基于生物量的土壤水分动力学模型研究进展

《干旱区研究》

2011

遥感影像的自适应小波精细积分降噪方法

《农业机械学报》

2011

关中平原小麦生育期VTCI加权估算及其与产量的相关性研究

《干旱地区农业研究》

2011

基于相空间重构与RBF神经网络的干旱预测模型

《干旱地区农业研究》

2011

Kappa系数在干旱预测模型精度评价中的应用——以关中平原的干旱预测为例

《自然灾害学报》

2011

Research Progress of Soil Moisture Dynamics Models Based on Biomass

2010

基于地表温度与植被指数特征空间反演地表参数的研究进展

《地球科学进展》

2010

基于层次分析法的加权VTCI和小麦产量分析

《遥感信息》

2010

用MSC-ANN方法建立冬小麦叶片叶绿素与反射光谱的定量分析模型研究

《光谱学与光谱分析》

2010

条件植被温度指数干旱监测指标的等级划分

《干旱区研究》

2010

利用地形图对TM遥感影像进行几何精校正的方法研究

《北京测绘》

2010

基于条件植被温度指数的干旱预测研究

《武汉大学学报(信息科学版)》

2010

Study of building quantitative analysis model for chlorophyll in winter wheat with reflective spectrum using OSC-PLS algorithm

Workshop on Autonomic Communication

2010

Drought forecasting based on the remote sensing data using ARIMA models

Mathematical and computer modelling

DOI

2010

Retrieval of regional soil water changes based on remote sensing biomass products.

2010

Classification of Drought Grades Based on Vegetation Temperature Condition Index

2010

Drought Forecasting with Vegetation Temperature Condition Index

2009

基于条件植被温度指数的干旱监测研究

《干旱地区农业研究》

2009

遥感信息与作物生长模型的耦合应用研究进展

《地球科学进展》

2009

Application of the CERES-Wheat Model to Winter Wheat Yield Forecast in Beijing

DOI

2009

Retrieval of District Evapotranspiration Using Remotely Sensed Biomass Products

International Conference on Environmental Science and Information Application Technology

DOI

2008

Regional evapotranspiration estimation using SEBAL model with remotely sensed data in Guanzhong Plain and Weibei Tablelands

GEOINFORMATICS

DOI

2008

Using the vegetation temperature condition index for time series drought occurrence monitoring in the Guanzhong Plain, PR China

DOI

2008

Use of Ceres-Wheat Model for Wheat Yield Forecast in Beijing

Conference on Control Technology and Applications

DOI

2007

基于植被指数和地表温度的干旱监测方法的对比分析

《北京师范大学学报(自然科学版)》

2007

[Estimations of chlorophyll and water contents in live leaf of winter wheat with reflectance spectroscopy].

Guang pu xue yu guang pu fen xi = Guang pu

2006

Study on NDVI- T s space by combining LAI and evapotranspiration

DOI

2006

Inversion of vegetation biochemical material contents by remote sensing

The International Commission for Optics

DOI

2006

Directional vegetation index and its effects on normalized-difference-vegetation-index-based agricultural applications

GEOINFORMATICS

DOI

2005

植被指数-地表温度构成的特征空间研究

《中国科学:地球科学》

2005

Further studies on vegetation temperature condition index drought-monitoring model using AVHRR data

SPIE Optics + Photonics

DOI

2004

Using crop simulation model to study the time lag between precipitation and NDVI and its effect on NDVI based agricultural applications

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium

DOI

2004

A study on thermal inertia approach for agricultural drought monitoring in Shaanxi Province, China by using NOAA/AVHRR data

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium

DOI

2004

Soil thermal inertia estimation by combining afternoon and morning AVHRR data with a modified diurnal land surface temperature change model

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium

DOI

2003

黄河流域土壤水分遥感估算

《地理科学进展》

2003

基于植被指数和土地表面温度的干旱监测模型

《地球科学进展》

2003

Using the NDVI contribution ratio at different growth stages to estimate winter wheat yield

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

DOI

2003

Correlation analysis between hyperspectral feature and foliage water content in the growth period of winter wheat

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

DOI

2003

Using path analysis to study correlation and causation in remote sensing inversion

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

DOI

2003

An approach on LAI assimilation between field measurement and crop model simulation

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

DOI

2001

Vegetation temperature condition index and its application for drought monitoring

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217)

DOI

2001

Application of path analysis for retrieving land surface temperature from NOAA-AVHRR remotely sensed thermal infrared images

International Symposium on Multispectral Image Processing and Pattern Recognition

DOI

2000

RS、GIS、GPS在西北农业大开发中的应用前景

《遥感技术与应用》

2010

土壤水分变化量遥感反演算法实现

《中国农业工程学会电气信息与自动化专业委员会、中国电机工程学会农村电气化分会科技与教育专委会2010年学术年会论文摘要》