[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges

S Liang, T He, J Huang, A Jia, Y Zhang, Y Cao… - Science of Remote …, 2024 - Elsevier
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …

MGCPN: An Efficient Deep Learning Model for Tibetan Plateau Precipitation Nowcasting Based on the IMERG Data

M Lu, Z Huang, M Yu, H Liu, C He, C Jin… - Journal of Meteorological …, 2024 - Springer
The sparse and uneven placement of rain gauges across the Tibetan Plateau (TP) impedes
the acquisition of precise, high-resolution precipitation measurements, thus challenging the …

[HTML][HTML] 基于FY-4 红外资料和光流法的不同空间尺度云团的外推可预报性研究

史小康, 程文聪, 张文军, 周著华, 胡艳冰 - 气象, 2023 - qxqk.nmc.cn
为研究云图和不同尺度云团的外推可预报性特征, 设计了一种适应于FY-4 卫星红外云图(10.8
μm) 的云检测方法, 结合区域识别算法, 剥离出不同尺度的云团; 使用具有HS …

Threshold segmentation based on information fusion for object shadow detection in remote sensing images

S Yin, L Wang, L Teng - Computer Science and Information Systems, 2024 - doiserbia.nb.rs
In the shadow detection task, the shadow model is usually consistent with the approximate
contour of ontology semantics, it is difficult to extract the features of land covered objects or …

[PDF][PDF] 激光雷达数据辅助的FY-3D 影像阈值自适应云检测方法

张宇卓, 李志伟, 沈焕锋, 彭小元 - 遥感技术与应用, 2022 - rsta.ac.cn
国产风云系列卫星可为全球范围内大气, 陆地和海洋的遥感监测提供重要数据支撑,
由于光学卫星影像不可避免受到云覆盖的影响, 通过云检测获取准确的云掩膜是风云系列卫星 …

[PDF][PDF] 基于XGBoost 算法的遥感图像云检测

范霄, 孔金玲, 钟炎伶, 蒋镒竹, 张静雅 - 遥感技术与应用, 2023 - rsta.ac.cn
云检测是利用卫星遥感影像进行相关应用的基础. 针对云检测过程容易受到复杂地表环境干扰的
问题, 提出了一种基于极限梯度提升(XGBoost) 算法的云检测模型. 该方法以TOA 反射率 …

[PDF][PDF] Cloud Detection of Remote Sensing Images based on XGBoost Algorithm

FAN Xiao, K Jinling, Y ZHONG, Y JIANG… - … Sensing Technology and …, 2023 - rsta.ac.cn
Cloud detection is the basis for related applications using satellite remote sensing images.
Aiming at the problem that the cloud detection process is easily disturbed by the complex …

[PDF][PDF] Threshold Adaptive Cloud Detection for FY-3D Images Using CALIPSO Data as Reference

Y Zhang, Z Li, H Shen, X Peng - Remote Sensing Technology and …, 2022 - rsta.ac.cn
FY series satellites can provide important data support for remote sensing monitoring of the
atmosphere, land, and ocean on a global scale. As optical satellite images are inevitably …

[PDF][PDF] Science of Remote Sensing

S Liang, T He, J Huang, A Jia, Y Zhang, Y Cao, X Chen… - researchgate.net
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …

[引用][C] 顾及样本优化选择的机器学习云检测研究

张辉, 周仿荣, 徐真, 文刚, 马御棠… - … Recovery & Remote …, 2024 - 航天返回与遥感编辑部