周亚男｜河海大学｜学者主页

2025

Projecting Water Yield Amidst Rapid Urbanization: A Case Study of the Taihu Lake Basin

Rui Zhou, Yanan Zhou, Weiwei Zhu, Li Feng, Lumeng Liu

Land，Vol. 14, No. 1

DOI

2025

深度时空卷积网络支持的地块尺度作物种植类型分类

周亚男，何金珂，冯莉，陈跃红，吴田军，张新，骆剑承

《武汉大学学报(信息科学版)》

2025

高密度植被覆盖区基于无人机高光谱数据的农田土壤有机质反演

汪杰，孙孝林，伍丹华，周亚男，刘畅，曹越，汤叶涛，张美薇，王晓晴，曾令涛，崔宇培

《光谱学与光谱分析》

2025

Deep Spatiotemporal Subpixel Mapping Network by Integrating a Prior Fine Land Cover Map With Change Detection

Yuehong Chen, Jiamei Huang, Jiawei Wang, Ya’nan Zhou, Yong Ge

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Structure-aware deep learning network for building height estimation

Yuehong Chen, Jiayue Zhou, Congcong Xu, Qiang Ma, Xiaoxiang Zhang, Yanan Zhou, Yong Ge

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Geo-parcel-based land cover mapping and uncertainty analysis with airborne hyperspectral remote sensing images

Tianjun Wu, Shiying Dong, Binghe Huang, Bin Xie, Ya’nan Zhou, Changpeng Wang, Sijia Jiao, Jiening Shi

Remote Sensing Letters

DOI

2025

Multiscale impacts of landscape metrics on water quality based on fine-grained land use maps

Ya’nan Zhou, Jing He, Li Feng, Binyao Wang, Yuehong Chen, Lingzhan Miao

Frontiers in Environmental Science

DOI

2024

城市居民区植被降温效率分析与最佳降温效率阈值确定

孙嘉欣，冯莉，张枭，周亚男，冯海蓉，河海大学

《遥感学报》

2024

Spatial-temporal constraints for surface soil moisture mapping using Sentinel-1 and Sentinel-2 data over agricultural regions

Ya’nan Zhou, WANG Binyao, Weiwei Zhu, Li Feng, HE Qi-sheng, ZHANG Xin, Tianjun Wu, Nana Yan

Computers and Electronics in Agriculture

DOI

2024

AAMS-YOLO: enhanced farmland parcel detection for high-resolution remote sensing images

Binyao Wang, Yanan Zhou, Weiwei Zhu, Li Feng, Jinke He, Tianjun Wu, Jiancheng Luo, Xin Zhang

International Journal of Digital Earth

DOI

2024

A 100 m gridded population dataset of China's seventh census using ensemble learning and big geospatial data

Yuehong Chen, Congcong Xu, Yong Ge, Xiaoxiang Zhang, Yanan Zhou

Earth system science data

DOI

2024

[Driving Factors Analysis for Spatial-Temporal Distribution of Organic Pollutants in the Yangtze River Delta Based on the Optimal-scale Geographical Detector].

Jinke He, Yanan Zhou, Yue-Hong Chen, Chao Zhuang, Run-Qiang Li

PubMed

DOI

2024

Comment on essd-2023-541

Yuehong Chen, Congcong Xu, Ge, Yong, Xiaoxiang Zhang, Yanan Zhou

DOI

2023

基于Sentinel-2时序影像的地块尺度灌溉耕地提取

王琰，周亚男，汪顺营

《节水灌溉》

2023

基于多源遥感数据和机器学习算法的土壤质地类型预测研究

周亚男

《西南大学》

2023

基于地理图斑的遥感粒计算与精准应用

吴田军，骆剑承，张新，董文，黄启厅，周亚男，刘巍，孙营伟，杨颖频，胡晓东，郜丽静

《遥感学报》

2023

Contrastive-Learning-Based Time-Series Feature Representation for Parcel-Based Crop Mapping Using Incomplete Sentinel-2 Image Sequences

Yanan Zhou, Yan Wang, Nana Yan, Li Feng, Yuehong Chen, Tianjun Wu, Jianwei Gao, Xiwang Zhang, Weiwei Zhu

Remote Sensing

DOI

2022

A UAV-derived thermal infrared remote sensing three-temperature model and estimation of various vegetation evapotranspiration in urban micro-environments

Li Feng, Yanxia Liu, Yanan Zhou, Shaoqi Yang

Urban Forestry & Urban Greening，Vol. 69

DOI

2022

融合边缘特征与语义信息的人工坑塘精准提取方法

杨先增，周亚男，张新，李睿，杨丹

《地球信息科学学报》

2022

For-backward LSTM-based missing data reconstruction for time-series Landsat images

Yanan Zhou, Shunying Wang, Tianjun Wu, Li Feng, Wei Wu, Jiancheng Luo, Xin Zhang, Nana Yan

GIScience & Remote Sensing

DOI

2022

Land Geoparcel-Based Spatial Downscaling for the Microwave Remotely Sensed Soil Moisture Product

Tianjun Wu, Chenfei Yang, Jiancheng Luo, Wen Dong, Yanan Zhou, Yingpin Yang, Wei Zhao, Jiangbo Xi, Changpeng Wang

IEEE Geoscience and Remote Sensing Letters

DOI

2021

Spatiotemporal Remote Sensing Image Fusion Using Multiscale Two-Stream Convolutional Neural Networks

Yuehong Chen, Kaixin Shi, Yong Ge, Yanan Zhou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Geo-Object-Based Vegetation Mapping via Machine Learning Methods with an Intelligent Sample Collection Scheme: A Case Study of Taibai Mountain, China

Tianjun Wu, Jiancheng Luo, Lijing Gao, Yingwei Sun, Wen Dong, Yanan Zhou, Wei Liu, Xiaodong Hu, Jiangbo Xi, Changpeng Wang, Yun Yang

Remote Sensing

DOI

2021

Spatiotemporal patterns of the COVID-19 control measures impact on industrial production in Wuhan using time-series earth observation data

Yanan Zhou, Feng Li, Xin Zhang, Yan Wang, Shunying Wang, Tianjun Wu

Sustainable Cities and Society

DOI

2021

Deep learning for processing and analysis of remote sensing big data: a technical review

Xin Zhang, Yanan Zhou, Jiancheng Luo

Big Earth Data

DOI

2021

Geoparcel-Based Spatial Prediction Method for Grassland Fractional Vegetation Cover Mapping

Tianjun Wu, Jiancheng Luo, Lijing Gao, Yingwei Sun, Yingpin Yang, Yanan Zhou, Wen Dong, Xin Zhang

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

DOI

2020

地理图斑智能计算及模式挖掘方法研究

骆剑承，吴田军，吴志峰，周亚男，郜丽静，孙营伟，吴炜，杨颖频，胡晓东，张新，沈占锋

《地球信息科学学报》

2020

LSTM支持下时序Sentinel-1A数据的太白山区植被制图

杨丹，周亚男，杨先增，郜丽静，冯莉

《地球信息科学学报》

2020

Farmland Parcel Mapping in Mountain Areas Using Time-Series SAR Data and VHR Optical Images

Wei Liu, Jian Wang, Jiancheng Luo, Zhifeng Wu, Jingdong Chen, Yanan Zhou, Yingwei Sun, Zhanfeng Shen, Nan Xu, Yingpin Yang

Remote Sensing

DOI

2020

Superpixel-based time-series reconstruction for optical images incorporating SAR data using autoencoder networks

Yanan Zhou, Xianzeng Yang, Li Feng, Wei Wu, Tianjun Wu, Jiancheng Luo, Xiaocheng Zhou, Xin Zhang

GIScience & Remote Sensing

DOI

2020

Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution Remote Sensing Images via Change Detection and Label Transfer

Tianjun Wu, Jiancheng Luo, Yanan Zhou, Changpeng Wang, Jiangbo Xi, Jianwu Fang

Remote Sensing

DOI

2020

Improved mask R-CNN-based cloud masking method for remote sensing images

Wei Wu, Xingyu Gao, Jing Fan, Liegang Xia, Jiancheng Luo, Yanan Zhou

International Journal of Remote Sensing

DOI

2020

Crop classification in cloudy and rainy areas based on the optical-synthetic aperture radar response mechanism

Yingwei Sun, Jiancheng Luo, Zhifeng Wu, Tianjun Wu, Yanan Zhou, Lijing Gao, Wen Dong, Hao Liu, Wei Liu, Yingpin Yang, Xiaodong Hu, Zheng Cao

Journal of Applied Remote Sensing

DOI

2019

融入边界特征的遥感影像多尺度分割

翟德超，范亚男，周亚男

《自然资源遥感》

2019

DCN-Based Spatial Features for Improving Parcel-Based Crop Classification Using High-Resolution Optical Images and Multi-Temporal SAR Data

Yanan Zhou, Jiancheng Luo, Li Feng, Xiaocheng Zhou

Remote Sensing

DOI

2019

Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data

Yanan Zhou, Jiancheng Luo, Li Feng, Yingpin Yang, Yuehong Chen, Wei Wu

GIScience & Remote Sensing

DOI

2019

The seasonal and annual impacts of landscape patterns on the urban thermal comfort using Landsat

Li Feng, Menmen Zhao, Ya’nan Zhou, Liujun Zhu, Huihui Tian

Ecological Indicators

DOI

2019

Synchronous Response Analysis of Features for Remote Sensing Crop Classification Based on Optical and SAR Time-Series Data

Yingwei Sun, Jiancheng Luo, Tianjun Wu, Ya’nan Zhou, Hao Liu, Lijing Gao, Wen Dong, Wei Liu, Yingpin Yang, Xiaodong Hu, Lingyu Wang, Zhongfa Zhou

Sensors

DOI

2018

Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery

Yuehong Chen, Yanan Zhou, Yong Ge, Ru An, Yu Chen

Remote Sensing

DOI

2018

Supervised and Adaptive Feature Weighting for Object-Based Classification on Satellite Images

Yanan Zhou, Yuehong Chen, Li Feng, Xin Zhang, Zhanfeng Shen, Xiaocheng Zhou

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

DOI

2017

Object-based land cover mapping using adaptive scale segmentation from ZY-3 satellite images

Yanan Zhou, Li Feng, Yuehong Chen, Jun Li

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2017

Adaptive Scale Selection for Multiscale Segmentation of Satellite Images

Yanan Zhou, Jun Li, Li Feng, Xin Zhang, Xiaodong Hu

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

DOI

2016

遥感大数据实时渲染与交互可视化研究

周亚男，赵威，范亚男

《地球信息科学学报》

2013

基于Bhattacharyya距离的典型地物波谱特征差异性分析

程熙，沈占锋，周亚男，夏列钢，骆剑承

《遥感技术与应用》

2013

“全域—局部”不透水面信息遥感分步提取模型

程熙，沈占锋，骆剑承，周亚男，张新

《遥感学报》

2013

多特征融入的自适应遥感影像多尺度分割

周亚男，骆剑承，程熙，沈占锋

《武汉大学学报(信息科学版)》

2011

利用混合光谱分解与SVM估算不透水面覆盖率

程熙，沈占锋，骆剑承，朱长明，周亚男，胡晓东

《遥感学报》

2010

阴影辅助下的面向对象城市建筑物提取

周亚男，沈占锋，骆剑承，陈秋晓，胡晓东，沈金祥

《地理与地理信息科学》

精选作品

期刊论文

Projecting Water Yield Amidst Rapid Urbanization: A Case Study of the Taihu Lake Basin

深度时空卷积网络支持的地块尺度作物种植类型分类

高密度植被覆盖区基于无人机高光谱数据的农田土壤有机质反演

Deep Spatiotemporal Subpixel Mapping Network by Integrating a Prior Fine Land Cover Map With Change Detection

Structure-aware deep learning network for building height estimation

Geo-parcel-based land cover mapping and uncertainty analysis with airborne hyperspectral remote sensing images

Multiscale impacts of landscape metrics on water quality based on fine-grained land use maps

城市居民区植被降温效率分析与最佳降温效率阈值确定

Spatial-temporal constraints for surface soil moisture mapping using Sentinel-1 and Sentinel-2 data over agricultural regions

AAMS-YOLO: enhanced farmland parcel detection for high-resolution remote sensing images

A 100 m gridded population dataset of China's seventh census using ensemble learning and big geospatial data

[Driving Factors Analysis for Spatial-Temporal Distribution of Organic Pollutants in the Yangtze River Delta Based on the Optimal-scale Geographical Detector].

Comment on essd-2023-541

基于Sentinel-2时序影像的地块尺度灌溉耕地提取

基于多源遥感数据和机器学习算法的土壤质地类型预测研究

基于地理图斑的遥感粒计算与精准应用

Contrastive-Learning-Based Time-Series Feature Representation for Parcel-Based Crop Mapping Using Incomplete Sentinel-2 Image Sequences

A UAV-derived thermal infrared remote sensing three-temperature model and estimation of various vegetation evapotranspiration in urban micro-environments

融合边缘特征与语义信息的人工坑塘精准提取方法

For-backward LSTM-based missing data reconstruction for time-series Landsat images

Land Geoparcel-Based Spatial Downscaling for the Microwave Remotely Sensed Soil Moisture Product

Spatiotemporal Remote Sensing Image Fusion Using Multiscale Two-Stream Convolutional Neural Networks

Geo-Object-Based Vegetation Mapping via Machine Learning Methods with an Intelligent Sample Collection Scheme: A Case Study of Taibai Mountain, China

Spatiotemporal patterns of the COVID-19 control measures impact on industrial production in Wuhan using time-series earth observation data

Deep learning for processing and analysis of remote sensing big data: a technical review

Geoparcel-Based Spatial Prediction Method for Grassland Fractional Vegetation Cover Mapping

地理图斑智能计算及模式挖掘方法研究

LSTM支持下时序Sentinel-1A数据的太白山区植被制图

Farmland Parcel Mapping in Mountain Areas Using Time-Series SAR Data and VHR Optical Images

Superpixel-based time-series reconstruction for optical images incorporating SAR data using autoencoder networks

Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution Remote Sensing Images via Change Detection and Label Transfer

Improved mask R-CNN-based cloud masking method for remote sensing images

Crop classification in cloudy and rainy areas based on the optical-synthetic aperture radar response mechanism

融入边界特征的遥感影像多尺度分割

DCN-Based Spatial Features for Improving Parcel-Based Crop Classification Using High-Resolution Optical Images and Multi-Temporal SAR Data

Long-short-term-memory-based crop classification using high-resolution optical images and multi-temporal SAR data

The seasonal and annual impacts of landscape patterns on the urban thermal comfort using Landsat

Synchronous Response Analysis of Features for Remote Sensing Crop Classification Based on Optical and SAR Time-Series Data

Enhancing Land Cover Mapping through Integration of Pixel-Based and Object-Based Classifications from Remotely Sensed Imagery

Supervised and Adaptive Feature Weighting for Object-Based Classification on Satellite Images

Object-based land cover mapping using adaptive scale segmentation from ZY-3 satellite images

Adaptive Scale Selection for Multiscale Segmentation of Satellite Images

遥感大数据实时渲染与交互可视化研究

基于Bhattacharyya距离的典型地物波谱特征差异性分析

“全域—局部”不透水面信息遥感分步提取模型

多特征融入的自适应遥感影像多尺度分割

利用混合光谱分解与SVM估算不透水面覆盖率

阴影辅助下的面向对象城市建筑物提取

研究方向