Udemy - Innovative Trend Analysis (ITA) for Time Series Data

• Udemy - Innovative Trend Analysis (ITA) for Time Series Data
• ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 91.3 MB
• ~Get Your Files Here !/1. Introduction/1.3 Module 1.pptx 475.7 KB
• ~Get Your Files Here !/1. Introduction/2. Importance of Trend Analysis.mp4 18.6 MB
• ~Get Your Files Here !/1. Introduction/29HE.1943-5584.0000556.pdf 858.1 KB
• ~Get Your Files Here !/1. Introduction/3. Definition of Trend Analysis.mp4 16.7 MB
• ~Get Your Files Here !/1. Introduction/4. Relevance in Environmental Monitoring.mp4 12.1 MB
• ~Get Your Files Here !/1. Introduction/5. Types of Environmental Data.mp4 20.8 MB
• ~Get Your Files Here !/1. Introduction/6. Where to Obtain Data.mp4 38.1 MB
• ~Get Your Files Here !/1. Introduction/An Integrated Approach for Delineating and Characterizing.pdf 503.8 KB
• ~Get Your Files Here !/1. Introduction/Challenges of sustainable groundwater management for large scale.pdf 14.4 MB
• ~Get Your Files Here !/1. Introduction/Comparison of Classical Mann–Kendal Test and Graphical Innovative Trend Analysis.pdf 1.9 MB
• ~Get Your Files Here !/1. Introduction/Exploring driving forces of large‑scale unsustainable.pdf 4.6 MB
• ~Get Your Files Here !/1. Introduction/Groundwater Depletion Zonation.pdf 1.1 MB
• ~Get Your Files Here !/1. Introduction/Groundwater_depletion_susceptibility_zonation_using TOPSIS model.pdf 8.4 MB
• ~Get Your Files Here !/1. Introduction/Investigation of spatio‑temporal variability of meteorological drought.pdf 9.2 MB
• ~Get Your Files Here !/1. Introduction/Meteorological drought analysis using Standardized Precipitation.pdf 6.6 MB
• ~Get Your Files Here !/1. Introduction/Probability and variability analysis of rainfall characteristics of Dinhata in Koch Behar district of West Bengal.pdf 633.2 KB
• ~Get Your Files Here !/1. Introduction/Rainfall Insight in Bangladesh and India.pdf 3 MB
• ~Get Your Files Here !/1. Introduction/Spatio-Temporal Changes of Rainfall.pdf 1.2 MB
• ~Get Your Files Here !/1. Introduction/Spatio-temporal characterization of rainfall in Bangladesh an innovative trend and discrete wavelet transformation approaches.pdf 4.9 MB
• ~Get Your Files Here !/1. Introduction/trendchange.pdf 133.1 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/1. Introduction.mp4 6.7 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/1.1 Module 2.pptx 464.5 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/2. Set working directory and read excel and CSV file in R.mp4 62.4 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/2.1 Code 1 Read Excel and CSV file.txt 725 B
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/3. Calculating Annual and Seasonal rainfall from monthly rainfall data.mp4 116.2 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/3.1 Code 2 Convert Monthly to Annual and Seasonal.txt 1.4 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/4. Separate excel file columns into multiple column in R.mp4 27.1 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/4.1 Code 7 Separated data.txt 879 B
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/5. Combined multiple excel files into one in R.mp4 49.7 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/5.1 Code 6 Combined data.txt 1.3 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/6. Calculating missing data using MICE techniques in R.mp4 59 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/6.1 Code 3 Missing data Mice.txt 1.2 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/7. Preparing BOXPLOT to detect outliers of dataset in R.mp4 60 MB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/7.1 Code 8 Boxplot.txt 1.3 KB
• ~Get Your Files Here !/2. Data Preparation for Innovative Trend Analysis/8. Calculating the descriptive Statistics in R.mp4 67.2 MB
• ~Get Your Files Here !/3. Innovative Trend Analysis in R/1. Theoretical background of Innovative Trend modeling in R using Time Series data.mp4 91.4 MB
• ~Get Your Files Here !/3. Innovative Trend Analysis in R/1.1 Module 3.pptx 464.6 KB
• ~Get Your Files Here !/3. Innovative Trend Analysis in R/2. Calculation of ITA in R.mp4 74.8 MB
• ~Get Your Files Here !/3. Innovative Trend Analysis in R/2.1 Code 4 ITA.txt 961 B
• ~Get Your Files Here !/4. Preparation of Graphs in Excel/1. Visualization of Innovative Trends at 95% CL in Excel.mp4 356.5 MB
• ~Get Your Files Here !/4. Preparation of Graphs in Excel/1.1 ITA_Graph.xlsx 18.8 KB
• ~Get Your Files Here !/4. Preparation of Graphs in Excel/1.2 Module 4.pptx 722.9 KB
• ~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/1. Preparation of data for IDW.mp4 72.3 MB
• ~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/1.1 Module 5.pptx 457.5 KB
• ~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/2. Transforming Excel Spreadsheet Data into Point Features in ArcGIS.mp4 74.6 MB
• ~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/3. IDW for ITA slope in ArcGIS.mp4 80.5 MB
• ~Get Your Files Here !/5. Spatial Trend Analysis in ArcGIS/4. IDW for descriptive statistics in ArcGIS.mp4 56.7 MB
• ~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/1. Preparation of Tables.mp4 272.3 MB
• ~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/2. Preparation of Figures Part 1.mp4 147.8 MB
• ~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/2.1 Module 6.pptx 543.4 KB
• ~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/3. Preparation of Figures Part 2.mp4 207.3 MB
• ~Get Your Files Here !/6. Integration of Excel, R, and ArcGIS for Publication/4. Layout of Manuscript.mp4 74.6 MB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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