Yuchi's BLOG

Land Subsidence Susceptibility Mapp using MATLAB

Processes of land subsidence susceptibility map using MATLAB. Dataset Topographic based Distance to Stream and Steam Density In ArcGIS1: Fill Flow Direction Flow Accumulation Con In SA

2023-03-21

Land Subsidence

#Land Subsidence #Land Subsidence Susceptibility Map #ANFIS #MATLAB

Basics of Land Subsidence Susceptibility Map

Basic concepts of Land Subsidence Susceptibility Map.

2023-03-21

Land Subsidence

#Concept #Land Subsidence Susceptibility Map #ANFIS

Classification_Machine Learning and Deep Learning based LULC in LiDO3

Some error occured during data processing in LiDO3. Important: Be sure to use python3 xx.py and pip3 install --user packages in processing. LiDO3 codes 12345678$ module add python/3.7.7$ pip3 install

2023-03-16

Machine Learning > LULC

#Deep Learning #LULC #Python #Machine Learning #Coding #Classification #LiDO3

Top Prestigious Journals on Ecosystem and Remote Sensing

Remote Sensing Ecosystem and Environmental 1. Sustainable cities and society ISSN: 2210-6707 大类及分区：工程技术1区Top 小类及分区： Green and Sustainable Science and Technology: Top 1 Energy and Fuels: T

2023-03-16

Scientific Reasearch

#SCI #Prestigious Journals #Top Journals

Classification_Notes of XML4LULC Script

Some notes while studying script - XML4LULC XG Boosted Error ValueError: Invalid classes inferred from unique values of y. Expected: [0 1 2 3 4 5], got [1 2 3 4 5 6] 这是因为类列必须从 0 开始（从 1.3.2 版本开始就需要

2023-02-28

Python

#Deep Learning #LULC #Python #Machine Learning #Tensorflow #XML4LULC

GEE_Environment_Setup

Intro This post is about enviroment setup of Google Earth Engine. GEE Python Environment Setup - VS Code Error ee.Initialize() - URLError: <urlopen error [WinError 10060] URLError: <urlop

2023-02-13

GEE

#Python #Sentinel #GEE

Basic concepts of Machine Learning and Deep Learning

Some basic concepts of machine learning (ML) and deep learning (DL). What is ML/DL Evaluation Precision, Recall and Accuracy are three metrics that are used to measure the performance of a machine l

2023-01-25

Machine Learning > Deep Learning

#Deep Learning #Concept #Machine Learning #Confusion Matrix #Accuracy

Data_Source and Download

Datasets and it’s source Land Cover and Land Use World Cover数据集是欧空局联合全球多家科研机构，共同制作的2020年全球10米土地覆盖产品。该数据产品分辨率为10米。土地利用类型数据来源于官网(https://viewer.esa-worldcover.org/worldcover)。

2023-01-11

GIS > Remote Sensing

#Dataset #Sentinel #Download

Maps_Xuzhou

This post shows some land use maps in xuzhou collected during LULC classification research, Land Use Map 徐州市土地利用总体规划(2006-2020)

2023-01-11

LULC

#LULC #Xuzhou #Maps

Classification_Python Cheat Sheet

Cheat sheet of Land cover land use classification using python and others. Introduction filepath and open tif file 12345678910import rasteriol8_path = '../data/landsat_image.tif'labels

2023-01-08

Python

#Deep Learning #LULC #Python #Machine Learning #Cheat sheet