通用陆面模式中常绿阔叶植被参数化方案的研制与改进

41875122
2018
D0511.大气数值模式发展
辛秦川
面上项目
教授
中山大学
62万元
生态系统过程;数值模拟;陆面过程模式;野外观测;植被参数化方案
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Deep Learning-Based Spatiotemporal Data Fusion Using a Patch-to-Pixel Mapping Strategy and Model Comparisons 期刊论文 Zurui Ao;Ying Sun;Xiaoyu Pan;Qinchuan Xin
2 Thick Cloud Removal and Reconstruction for Remote Sensing Images Using Attention-based Deep Neural Networks 会议论文 Yidan Wang;Qinchuan Xin;Kun Xiao
3 Vegetation phenology detection of deciduous broad-leaf forest using YOLOv3 from PhenoCam 会议论文 Mengying Cao;Qinchuan Xin
4 Automatic segmentation of stem and leaf components and individual maize plants in field terrestrial LiDAR data using convolutional neural networks 期刊论文 Zurui Ao;Fangfang Wu;Saihan Hu;Ying Sun;Yanjun Su;Qinghua Guo;Qinchuan Xin
5 Constructing 10-m NDVI Time Series From Landsat 8 and Sentinel 2 Images Using Convolutional Neural Networks 期刊论文 Zurui Ao;Ying Sun;Qinchuan Xin
6 一种植物生长时间的识别方法及装置 专利 曹孟莹;辛秦川
7 基于深度学习的植物关键物候期时间点预测方法及系统 专利 周雪雯;辛秦川;戴永久
8 Characterizing Tree Species of a Tropical Wetland in Southern China at the Individual Tree Level Based on Convolutional Neural Network 期刊论文 Ying Sun;Qinchuan Xin;Jianfeng Huang;Bo Huang;Hongsheng Zhang
9 Automated Surface Water Extraction Combining Sentinel-2 Imagery and OpenStreetMap Using Presence and Background Learning (PBL) Algorithm 期刊论文 Zhiqiang Zhang;Xinchang Zhang;Xin Jiang;Qinchuan Xin;Zurui Ao;Qiting Zuo;Liyan Chen
10 Gap-Filling and Missing Information Recovery for Time Series of MODIS Data Using Deep Learning-Based Methods. 期刊论文 Yidan Wang;Xuewen Zhou;Zurui Ao;Kun Xiao;Chenxi Yan;Qinchuan Xin
11 A Semiprognostic Phenology Model for Simulating Multidecadal Dynamics of Global Vegetation Leaf Area Index 期刊论文 Qinchuan Xin;Xuewen Zhou;Nan Wei;Hua Yuan;Zurui Ao;Yongjiu Dai
12 Attention-Guided Label Refinement Network for Semantic Segmentation of Very High Resolution Aerial Orthoimages 期刊论文 Jianfeng Huang;Xinchang Zhang;Ying Sun;Qinchuan Xin
13 Arbitrary-Shaped Building Boundary-Aware Detection With Pixel Aggregation Network 期刊论文 Xin Jiang;Xinchang Zhang;Qinchuan Xin;Xu Xi;Pengcheng Zhang
14 Dual Zero-Watermarking Scheme for Two-Dimensional Vector Map Based on Delaunay Triangle Mesh and Singular Value Decomposition 期刊论文 Xu Xi;Xinchang Zhang;Weidong Liang;Qinchuan Xin;Pengcheng Zhang
15 Automatic building extraction from high-resolution aerial images and LiDAR data using gated residual refinement network 期刊论文 Huang Jianfeng;Zhang Xinchang;Xin Qinchuan;Sun Ying;Zhang Pengcheng
16 Fine-Grained Building Change Detection From Very High-Spatial-Resolution Remote Sensing Images Based on Deep Multitask Learning 期刊论文 Ying Sun;Xinchang Zhang;Jianfeng Huang;Haiying Wang;Qinchuan Xin
17 A Global Annual Vegetation Phenology Dataset Derived from GIMMS LAI 3G Time Series for 1982–2015 会议论文 Wei Wu;Qinchuan Xin
18 A Densely Attentive Refinement Network for Change Detection Based on Very-High-Resolution Bitemporal Remote Sensing Images 期刊论文 Ziming Li;Chenxi Yan;Ying Sun;Qinchuan Xin
19 A Deep Learning-Based Framework for Automated Extraction of Building Footprint Polygons from Very High-Resolution Aerial Imagery 期刊论文 Ziming Li;Qinchuan Xin;Ying Sun;Mengying Cao
20 Machine Learning‐Based Modeling of Vegetation Leaf Area Index and Gross Primary Productivity Across North America and Comparison With a Process‐Based Model 期刊论文 Zhicheng Zhang;Qinchuan Xin;Wanjing Li
21 Evaluations and comparisons of rule-based and machine-learning-based methods to retrieve satellite-based vegetation phenology using MODIS and USA National Phenology Network data 期刊论文 Qinchuan Xin;Jing Li;Ziming Li;Yaoming Li;Xuewen Zhou
22 Identifying Leaf Phenology of Deciduous Broadleaf Forests from PhenoCam Images Using a Convolutional Neural Network Regression Method 期刊论文 Mengying Cao;Ying Sun;Xin Jiang;Ziming Li;Qinchuan Xin
23 Comparisons of numerical phenology models and machine learning methods on predicting the spring onset of natural vegetation across the Northern Hemisphere 期刊论文 Wanjing Li;Qinchuan Xin;Xuewen Zhou;Zhicheng Zhang;Yongjian Ruan
24 A global high-resolution dataset of soil hydraulic and thermal properties for land surface modeling 期刊论文 Yongjiu Dai;Qinchuan Xin;Nan Wei;Yonggen Zhang;Wei Shangguan;Hua Yuan;Shupeng Zhang;Shaofeng Liu;Xingjie Lu
25 Development of a global annual land surface phenology dataset for 1982–2018 from the AVHRR data by implementing multiple phenology retrieving methods 期刊论文 Wei Wu;Ying Sun;Kun Xiao;Qinchuan Xin
26 Enhanced Vegetation Growth in the Urban Environment Across 32 Cities in the Northern Hemisphere 期刊论文 Yongjian Ruan;Xinchang Zhang;Qinchuan Xin;Zurui Ao;Ying Sun
27 A deep‐learning‐based experiment for benchmarking the performance of global terrestrial vegetation phenology models 期刊论文 Xuewen Zhou;Qinchuan Xin;Yongjiu Dai;Wanjing Li
28 A simple time-stepping scheme to simulate leaf area index, phenology, and gross primary production across deciduous broadleaf forests in the eastern United States 期刊论文 Qinchuan Xin;Yongjiu Dai;Xiaoping Liu
29 一种基于生态系统服务的水资源可持续利用调水路径构建方法 专利 李峰;辛秦川;马学喜;李耀明;范连连;刘涛;李伟;周艳清
30 一种叶面积指数预测方法 专利 周雪雯;辛秦川
31 Deep Learning Approaches for the Mapping of Tree Species Diversity in a Tropical Wetland Using Airborne LiDAR and High-Spatial-Resolution Remote Sensing Image 期刊论文 Sun Ying;Huang Jianfeng;Ao Zurui;Lao Dazhao;Xin Qinchuan
32 A method for quality management of vegetation phenophases derived from satellite remote sensing data 期刊论文 Yongjian Ruan;Xinchang Zhang;Qinchuan Xin;Ying Sun;Zurui Ao;Xin Jiang
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