Jianyu Yang

51 papers Journal 43Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Spatial Prediction Method Integrating Exploratory Spatial Data Analysis Into Random Forest for Large-Scale Daily Air Temperature Mapping.
IEEE Trans. Geosci. Remote. Sens.
Yuxue Wang, Yue Yin, Bingbo Gao, Yelu Zeng, Yuanyuan Zhao, Ziyue Chen, Quanlong Feng, Hao Xu, Jianyu Yang
2025 J jnl
A difference enhancement and class-aware rebalancing semi-supervised network for cropland semantic change detection.
Int. J. Appl. Earth Obs. Geoinformation
Anjin Dai, Jianyu Yang, Yuxuan Zhang, Tingting Zhang, Kaixuan Tang, Xiangyi Xiao, Shuoji Zhang
2025 J jnl
Understanding the Multiscale Relationships Between Grain Yields of Maize in China and Influencing Factors via Multiscale Geographically Weighted Regression Model.
IEEE Trans. Geosci. Remote. Sens.
Yuxue Wang, Lili Huo, Yi An, Bingbo Gao, Yelu Zeng, Jianyu Yang, Quanlong Feng, Xiaochuang Yao, Yuanyuan Zhao
2025 J jnl
WSG-P2PNet: A deep learning framework for counting and locating wheat spike grains in the open field environment.
Comput. Electron. Agric.
Qing Geng, Xin Xu, Xinming Ma, Li Li, Fan Xu, Bingbo Gao, Yuntao Ma, Jianxi Huang, Jianyu Yang, Xiaochuang Yao
2024 J jnl
A Segment Anything Model based weakly supervised learning method for crop mapping using Sentinel-2 time series images.
Int. J. Appl. Earth Obs. Geoinformation
Jialin Sun, Shuai Yan, Xiaochuang Yao, Bingbo Gao, Jianyu Yang
2024 J jnl
Abandoned Cropland Mapping With Phenology-Enhanced Change Vector Analysis and Semi-Supervised Learning in Different Cropping Intensity Areas.
IEEE Trans. Geosci. Remote. Sens.
Tingting Zhang, Jianyu Yang, Han Zhou, Anjin Dai, Bingbo Gao, Kaixuan Tang, Donglin Tan
2024 J jnl
DADR-HCD: A Deep Domain Adaptation and Disentangled Representation Network for Unsupervised Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Anjin Dai, Jianyu Yang, Tingting Zhang, Bingbo Gao, Kaixuan Tang, Xinyue Chen
2024 J jnl
Deep learning in cropland field identification: A review.
Comput. Electron. Agric.
Fan Xu, Xiaochuang Yao, Kangxin Zhang, Hao Yang, Quanlong Feng, Ying Li, Shuai Yan, Bingbo Gao, Shaoshuai Li, Jianyu Yang, Chao Zhang, Yahui Lv, Dehai Zhu, Sijing Ye
2024 J jnl
Enhancing Crop Mapping through Automated Sample Generation Based on Segment Anything Model with Medium-Resolution Satellite Imagery.
Remote. Sens.
Jialin Sun, Shuai Yan, Thomas Alexandridis, Xiaochuang Yao, Han Zhou, Bingbo Gao, Jianxi Huang, Jianyu Yang, Ying Li
2024 J jnl
TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time series.
Comput. Electron. Agric.
Shuai Yan, Xiaochuang Yao, Jialin Sun, Weiming Huang, Longshan Yang, Chao Zhang, Bingbo Gao, Jianyu Yang, Wenju Yun, Dehai Zhu
2023 J jnl
Economic Fruit Forest Classification Based on Improved U-Net Model in UAV Multispectral Imagery.
Remote. Sens.
Chunxiao Wu, Wei Jia, Jianyu Yang, Tingting Zhang, Anjin Dai, Han Zhou
2023 J jnl
Integrating remote sensing temporal trajectory and survey statistics to update land use/land cover maps.
Int. J. Digit. Earth
Zhenrong Du, Le Yu, Xiyu Li, Jiyao Zhao, Xin Chen, Yidi Xu, Peng Yang, Jianyu Yang, Dailiang Peng, Yueming Xue, Peng Gong
2023 J jnl
Large-scale apple orchard mapping from multi-source data using the semantic segmentation model with image- to- image translation and transfer learning.
Comput. Electron. Agric.
Tingting Zhang, Danni Hu, Chunxiao Wu, Yundan Liu, Jianyu Yang, Kaixuan Tang
2023 J jnl
Mapping Annual Global Forest Gain From 1983 to 2021 With Landsat Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenrong Du, Le Yu, Jianyu Yang, David Coomes, Kasturi Devi Kanniah, Haohuan Fu, Peng Gong
2023 J jnl
Parcel level staple crop type identification based on newly defined red-edge vegetation indices and ORNN.
Comput. Electron. Agric.
Lu Xu, Dongping Ming, Liang Zhang, Dehui Dong, Yuanzhao Qing, Jianyu Yang, Chenghu Zhou
2023 J jnl
Semantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery.
Int. J. Digit. Earth
Bowen Niu, Quanlong Feng, Shuai Su, Zhi Yang, Sihang Zhang, Shaotong Liu, Jiudong Wang, Jianyu Yang, Jianhua Gong
2022 J jnl
Agricultural Land Abandonment and Retirement Mapping in the Northern China Crop-Pasture Band Using Temporal Consistency Check and Trajectory-Based Change Detection Approach.
IEEE Trans. Geosci. Remote. Sens.
Zhenrong Du, Jianyu Yang, Cong Ou, Tingting Zhang
2022 J jnl
HSI-TransUNet: A transformer based semantic segmentation model for crop mapping from UAV hyperspectral imagery.
Comput. Electron. Agric.
Bowen Niu, Quanlong Feng, Boan Chen, Cong Ou, Yiming Liu, Jianyu Yang
2022 J jnl
Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network.
Int. J. Appl. Earth Obs. Geoinformation
Boan Chen, Quanlong Feng, Bowen Niu, Fengqin Yan, Bingbo Gao, Jianyu Yang, Jianhua Gong, Jiantao Liu
2021 J jnl
A Quantitative Analysis of Factors Influencing Organic Matter Concentration in the Topsoil of Black Soil in Northeast China Based on Spatial Heterogeneous Patterns.
ISPRS Int. J. Geo Inf.
Zhenbo Du, Bingbo Gao, Cong Ou, Zhenrong Du, Jianyu Yang, Batsaikhan Bayartungalag, Battogtokh Dorjgotov, Wenju Yun, Dehai Zhu
2021 J jnl
Land Cover Mapping and Ecological Risk Assessment in the Context of Recent Ecological Migration.
Remote. Sens.
Tingting Zhang, Zhenrong Du, Jianyu Yang, Xiaochuang Yao, Cong Ou, Bowen Niu, Shuai Yan
2021 J jnl
Landsat-Derived Annual Maps of Agricultural Greenhouse in Shandong Province, China from 1989 to 2018.
Remote. Sens.
Cong Ou, Jianyu Yang, Zhenrong Du, Tingting Zhang, Bowen Niu, Quanlong Feng, Yiming Liu, Dehai Zhu
2021 J jnl
Large-scale crop mapping from multi-source optical satellite imageries using machine learning with discrete grids.
Int. J. Appl. Earth Obs. Geoinformation
Shuai Yan, Xiaochuang Yao, Dehai Zhu, Diyou Liu, Lin Zhang, Guojiang Yu, Bingbo Gao, Jianyu Yang, Wenju Yun
2021 J jnl
Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network.
Int. J. Appl. Earth Obs. Geoinformation
Quanlong Feng, Bowen Niu, Boan Chen, Yan Ren, Dehai Zhu, Jianyu Yang, Jiantao Liu, Cong Ou, Baoguo Li
2020 J jnl
Long-Term Mapping of a Greenhouse in a Typical Protected Agricultural Region Using Landsat Imagery and the Google Earth Engine.
Remote. Sens.
Cong Ou, Jianyu Yang, Zhenrong Du, Yiming Liu, Quanlong Feng, Dehai Zhu
2020 J jnl
Multi-Temporal Unmanned Aerial Vehicle Remote Sensing for Vegetable Mapping Using an Attention-Based Recurrent Convolutional Neural Network.
Remote. Sens.
Quanlong Feng, Jianyu Yang, Yiming Liu, Cong Ou, Dehai Zhu, Bowen Niu, Jiantao Liu, Baoguo Li
2019 J jnl
Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta.
Remote. Sens.
Quanlong Feng, Jianyu Yang, Dehai Zhu, Jiantao Liu, Hao Guo, Batsaikhan Bayartungalag, Baoguo Li
2019 J jnl
Multisource Hyperspectral and LiDAR Data Fusion for Urban Land-Use Mapping based on a Modified Two-Branch Convolutional Neural Network.
ISPRS Int. J. Geo Inf.
Quanlong Feng, Dehai Zhu, Jianyu Yang, Baoguo Li
2019 J jnl
Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method.
Remote. Sens.
Zhenrong Du, Jianyu Yang, Cong Ou, Tingting Zhang
2017 J jnl
Connotations of pixel-based scale effect in remote sensing and the modified fractal-based analysis method.
Comput. Geosci.
Guixiang Feng, Dongping Ming, Min Wang, Jianyu Yang
2017 — conf
LandQ
Agro-Geoinformatics
Xiaochuang Yao, Jianyu Yang, Lin Li, Wenju Yun, Zuliang Zhao, Sijing Ye, Dehai Zhu
2017 J jnl
Spatial coding-based approach for partitioning big spatial data in Hadoop.
Comput. Geosci.
Xiaochuang Yao, Mohamed F. Mokbel, Louai Alarabi, Ahmed Eldawy, Jianyu Yang, Wenju Yun, Lin Li, Sijing Ye, Dehai Zhu
2013 J jnl
Automatic remotely sensed image classification in a grid environment based on the maximum likelihood method.
Math. Comput. Model.
Jiabo Sun, Jianyu Yang, Chao Zhang, Wenju Yun, Jieqing Qu
2013 J jnl
Object-oriented feature selection of high spatial resolution images using an improved Relief algorithm.
Math. Comput. Model.
Jianhua Jia, Ning Yang, Chao Zhang, Anzhi Yue, Jianyu Yang, Dehai Zhu
2013 — conf
Taxonomy of Source Code Security Defects Based on Three-Dimension-Tree.
CCTA (1)
Yan Zhang, Guowei Dong, Tao Guo, Jianyu Yang
2013 J jnl
Wetland ecosystem stability evaluation by using Analytical Hierarchy Process (AHP) approach in Yinchuan Plain, China.
Math. Comput. Model.
Rongqun Zhang, Xiaodong Zhang, Jianyu Yang, Hui Yuan
2012 — conf
An Object-Oriented Binary Change Detection Method Using Nearest Neighbor Classification.
CCTA (2)
Jie Liang, Jianyu Yang, Chao Zhang, Jiabo Sun, Dehai Zhu, Liangshu Shi, Jihong Yang
2012 — conf
Design of Monitoring Network for Cultivated Land Quality in County Area Based on Kriging Estimation Variance.
CCTA (2)
Sai Tang, Jianyu Yang, Chao Zhang, Dehai Zhu, Wenju Yun
2012 — conf
Research on the Method of Feature-Based Multi-scale Vector Data Model.
CCTA (2)
Yibing Dong, Jianyu Yang, Chao Zhang, Dehai Zhu, Xingyue Tu, Xianzhe Qiao
2011 — conf
Assessment of Potential Risk in Soil and Early Warning Analysis in Four Counties, Northeast China.
CCTA (2)
Lingling Sang, Chao Zhang, Jianyu Yang, Dehai Zhu, Wenju Yun
2011 J jnl
Assessment of environment lodging stress for maize using fuzzy synthetic evaluation.
Math. Comput. Model.
Chunqiao Mi, Xiaodong Zhang, Shaoming Li, Jianyu Yang, Dehai Zhu, Yang Yang
2011 — conf
Assessment of wind-induced environmental lodging stress for maize based on GIS.
ICSDM
Chunqiao Mi, Xiaodong Zhang, Shaoming Li, Jianyu Yang, Dehai Zhu, Yang Yang, Zhe Liu
2011 J jnl
Evaluation of maize variety suitability on lodging in target environments based on GIS.
Ann. GIS
Chunqiao Mi, Xiaodong Zhang, Shaoming Li, Jianyu Yang, Dehai Zhu
2011 J jnl
Modified ALV for selecting the optimal spatial resolution and its scale effect on image classification accuracy.
Math. Comput. Model.
Dongping Ming, Jianyu Yang, Longxiang Li, Zhuoqin Song
2011 J jnl
Predicting the yield of varieties of maize in a target environment using regression analysis.
Math. Comput. Model.
Chunqiao Mi, Shaoming Li, Xiaodong Zhang, Jianyu Yang, Dehai Zhu, Zhe Liu
2011 — conf
Research on Change Monitoring Method of Cultivated Lands Level Based on Volatile Indicators.
CCTA (3)
Yanqing Chen, Jianyu Yang, Chao Zhang, Zhouting Sun, Dongping Ming
2011 J jnl
Research on the efficiency of querying historical data with the spatio-time data integration method.
Math. Comput. Model.
Yating Fan, Jianyu Yang, Dehai Zhu, Chao Zhang
2011 J jnl
Simulation of land use spatial pattern of towns and villages based on CA-Markov model.
Math. Comput. Model.
Lingling Sang, Chao Zhang, Jianyu Yang, Dehai Zhu, Wenju Yun
2010 J jnl
A event-based change detection method of cadastral database incremental updating.
Math. Comput. Model.
Yating Fan, Jianyu Yang, Chao Zhang, Dehai Zhu
2010 J jnl
A time-based integration method of spatio-temporal data at spatial database level.
Math. Comput. Model.
Yating Fan, Jianyu Yang, Dehai Zhu, Kongliang Wei
2010 J jnl
Prediction of accumulated temperature in vegetation period using artificial neural network.
Math. Comput. Model.
Chunqiao Mi, Jianyu Yang, Shaoming Li, Xiaodong Zhang, Dehai Zhu