Articles
165
Tags
34
Categories
0
Home
Archives
Tags
Categories
List
Music
Movie
Link
About
ALTNT's Hexo Blog
Home
Archives
Tags
Categories
List
Music
Movie
Link
About
Filling GRACE data gap using an innovative transformer-based deep learning approach
Created
2024-12-27
|
Updated
2025-02-14
|
Post Views:
Hey, password is required here.
Author:
ALTNT
Link:
http://blog.705553939.xyz/2024/12/27/crop_classification/Crop%20classification/2024-RSE-Filling_Grace_data_gap/
Copyright Notice:
All articles in this blog are licensed under
CC BY-NC-SA 4.0
unless stating additionally.
crop classification
Previous
周报12月3日
Next
周报12月23日(组会)
Related Articles
2024-09-12
A Deep Learning Framework under Attention Mechanism for Wheat Yield Estimation Using Remotely Sensed Indices in the Guanzhong Plain
2024-10-08
Temporal Convolutional Neural Network for the Classification of Satellite Image
2024-10-27
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding
2025-02-17
Climate-adaptive emergency crop monitoring in inaccessible regions with satellite imagery
2024-10-07
记录如何生产 CACM 数据集过程
2024-09-24
Towards interpreting multi-temporal deep learning models in crop mapping
ALTNT
Articles
165
Tags
34
Categories
0
Follow Me
Announcement
This is my Blog
Contents
1.
Filling GRACE data gap using an innovative transformer-based deep learning approach
1.1.
摘要
1.2.
1 引言
1.3.
2 数据
1.3.1.
2.1. GRACE data
1.3.2.
2.2. Climate data
1.3.3.
2.3. Evapotranspiration data
1.4.
3、方法
1.4.1.
3.1. Transformer
1.4.2.
3.2. 训练及验证指标与策略
1.4.3.
3.3 性能指标
1.4.3.1.
(Kruskal-Wallis检验)
1.4.3.1.1.
原理
1.4.3.1.2.
优点
1.4.3.1.3.
缺点
1.4.3.1.4.
应用场景
1.5.
4、结果
1.5.1.
4.1填补空缺结果的验证
1.5.2.
4.2不同干旱条件下的准确性评估
1.5.3.
4.3时间序列中填补空缺质量的评估——这个跟 4.1 节的区别是什么?
1.6.
5、讨论
Recent Post
周报2025年6月8日
2025-06-09
The 20 m Africa rice distribution map of 2023
2025-06-04
DCM————DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping
2025-06-04
重新复现CACM记录
2025-06-04
机器学习相关概念
2025-05-26