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[ FreeCourseWeb.com ] Udemy - Machine Learning in R - Image Classification for LULC mapping
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[ FreeCourseWeb.com ] Udemy - Machine Learning in R - Image Classification for LULC mapping
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文件列表
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/7.2 LC081970242020052101T1-SC20200925100911.tif
741.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band1.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band2.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band3.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band4.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band5.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band6.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_band7.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_pixel_qa.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_radsat_qa.tif
131.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band1.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band2.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band3.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band4.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band5.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band6.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_band7.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band1.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band2.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band3.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band4.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band5.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band6.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_band7.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_pixel_qa.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_pixel_qa.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_radsat_qa.tif
129.1 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_radsat_qa.tif
129.1 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/4. Lab Prepare training data in R - part 2.mp4
127.4 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/3. Common algorithms of image classification.mp4
118.4 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/4. Lab Accuracy Assessment (validation) of classification in R.mp4
115.7 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/5. Lab Image Layerstacks in R.mp4
100.3 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/1. Image Classification in R with Random Forest in R.mp4
98.3 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/1. Introduction to Machine Learning.mp4
98.0 MB
~Get Your Files Here !/1. Introduction/5. Lab Installing QGIS and install SCP.mp4
90.9 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/2. Image Classification in R with Support Vector Machines (SVM) in R.mp4
78.5 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/4. Stages of LULC supervised classification.mp4
76.3 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/2. Basics of machine learning for classification analysis.mp4
74.9 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/7. Visualize images in R.mp4
67.6 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/3. Understanding Remote Sensing for LULC mapping.mp4
66.4 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1_sr_aerosol.tif
65.9 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1_sr_aerosol.tif
64.6 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT_sr_aerosol.tif
64.6 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/3. Lab Prepare training data in R - part 1.mp4
63.4 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/1. Introduction to digital image.mp4
61.2 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/6. Lab Batch Processing in R unzipp, laerstack of LAndsat images.mp4
60.0 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/3. Accuracy assessment of image classification.mp4
53.4 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/4. Lab Image load in R.mp4
52.2 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/6. Lab data types and data structures in R.mp4
50.4 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/1. Lab Introduction to RStudio Interface.mp4
50.0 MB
~Get Your Files Here !/1. Introduction/4. Lab Install R and RStudio in 2021.mp4
40.6 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/1. Data used for analysis Sentinel images.mp4
39.3 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
38.1 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/7. Vectors' operations in R.mp4
37.7 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/2. Training data requirements for classification and training data selection.mp4
36.8 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/1. Data used for analysis Landsat images.mp4
34.5 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/10. Functions in R - overview.mp4
33.8 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/12. Read Data into R.mp4
33.5 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/2. Preprocessing of satellite image data.mp4
30.6 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/5. Overview of data types and data structures in R.mp4
28.5 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/11. For Loops in R.mp4
26.1 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/5. Plotting spectral signatures in R.mp4
25.9 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/2. Lab Installing Packages and Package Management in R.mp4
25.3 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/2. Sensors and Platforms.mp4
19.2 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/9. Dataframes overview in R.mp4
17.5 MB
~Get Your Files Here !/1. Introduction/3. How to install R and RStudio in 2021.mp4
17.5 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/3.2 LS8_Bonn_SC20200925100850.tif
16.7 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/3. Overview of processing steps in R for Landsat images.mp4
15.6 MB
~Get Your Files Here !/1. Introduction/2. What is R and RStudio.mp4
12.8 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/8. Data types and data structures Factors.mp4
9.8 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/3. Variables in R and assigning Variables in R.mp4
9.4 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/4. Lab Variables in R and assigning Variables in R.mp4
8.0 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/5. Independent Task Accuracy assessment for SVM-based classification.mp4
5.9 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/2.1 01_02_01Sampling_QGIS.pdf
1.3 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/SVM_classification.tif
249.0 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/2.1 SVM_classification.tif
249.0 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/RF_classification.tif
246.0 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/1.2 RF_classification.tif
246.0 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/smp.rda
120.0 kB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/3. Common algorithms of image classification.srt
22.8 kB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/1. Introduction to Machine Learning.srt
19.1 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/1. Image Classification in R with Random Forest in R.srt
18.0 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/2. Image Classification in R with Support Vector Machines (SVM) in R.srt
15.9 kB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/4. Stages of LULC supervised classification.srt
15.3 kB
~Get Your Files Here !/1. Introduction/5. Lab Installing QGIS and install SCP.srt
14.9 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/3. Accuracy assessment of image classification.srt
14.0 kB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/1. Introduction to digital image.srt
13.8 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/2.1 R Crash Course I_udemy_script.R
13.2 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/4. Lab Accuracy Assessment (validation) of classification in R.srt
12.5 kB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/2. Basics of machine learning for classification analysis.srt
12.0 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200530_20200608_01_T1.xml
11.4 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_196025_20200919_20200919_01_RT.xml
11.4 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/LC08_L1TP_197024_20200521_20200527_01_T1.xml
11.4 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/training_data.shp
10.7 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/4. Lab Prepare training data in R - part 2.srt
10.1 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/1. Lab Introduction to RStudio Interface.srt
10.0 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/5. Lab Image Layerstacks in R.srt
9.8 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/6. Lab data types and data structures in R.srt
9.6 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/2. Training data requirements for classification and training data selection.srt
9.2 kB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/3. Understanding Remote Sensing for LULC mapping.srt
9.1 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/3. Lab Prepare training data in R - part 1.srt
8.7 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/5. Overview of data types and data structures in R.srt
8.7 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/7. Visualize images in R.srt
8.1 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/4. Lab Image load in R.srt
8.1 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/1. Data used for analysis Sentinel images.srt
7.6 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/7. Vectors' operations in R.srt
7.6 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/RF_validation.shp
7.1 kB
~Get Your Files Here !/1. Introduction/4. Lab Install R and RStudio in 2021.srt
6.6 kB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
6.4 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/5. Plotting spectral signatures in R.srt
6.2 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/training_data.dbf
6.1 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/1. Data used for analysis Landsat images.srt
6.1 kB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/2. Sensors and Platforms.srt
6.1 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/2. Preprocessing of satellite image data.srt
5.8 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/6. Lab Batch Processing in R unzipp, laerstack of LAndsat images.srt
5.6 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/1.1 04_Classification.R
5.4 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/12. Read Data into R.srt
5.2 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/10. Functions in R - overview.srt
5.1 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/RF_validation.dbf
5.1 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/2. Lab Installing Packages and Package Management in R.srt
4.8 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/11. For Loops in R.srt
4.4 kB
~Get Your Files Here !/1. Introduction/3. How to install R and RStudio in 2021.srt
4.4 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/9. Dataframes overview in R.srt
4.2 kB
~Get Your Files Here !/1. Introduction/2. What is R and RStudio.srt
3.2 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/3. Overview of processing steps in R for Landsat images.srt
3.1 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/8. Data types and data structures Factors.srt
2.9 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/3. Variables in R and assigning Variables in R.srt
2.7 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/3.1 1_Load_Layerstack.R
2.7 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/RF_validation.shx
2.1 kB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/4. Lab Variables in R and assigning Variables in R.srt
1.9 kB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/5. Independent Task Accuracy assessment for SVM-based classification.srt
1.5 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/6.1 2_batch_Processing.R
1.3 kB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/7.1 3_visualize_image.R
1.2 kB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/training_data.shx
700 Bytes
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/training_data.prj
400 Bytes
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/Class_data/RF_validation.prj
385 Bytes
~Get Your Files Here !/Bonus Resources.txt
357 Bytes
Get Bonus Downloads Here.url
183 Bytes
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