Groundwater Potential Zones: - In this course you will also learn site suitability analysis to identify anything whichever you like. This Project focus on Groundwater Potential Zones using this Method. This also covers Flood Zones and Drought Zones from Same data. If you have observed data then it also covers to Generate Groundwater fluctuation Maps. You will learn many Advanced task of GIS from Scratch. Like Using Excel Data in ArcGIS, Plotting Maps, Classify various type of Data. Hendeling CDF files etc.
Future Land Use Map Generation (Urban): - It is based on past land use, Factor affecting land use change, Factor like distance from roads, Cities, DEM, Growth pattern Conversion probability of Agriculture to Urban. You will learn to implement this everything to your land use using Machine Learning and CA Markov Method - No Coding required, If you are able to make land use maps then you are able to do this also. Just basic knowledge of GIS is required.
ArcSWAT Watershed Simulation : This course covers complete Simulation of water flow in stream. It use Daily Weather data including, temperature, rainfall, humidity, solar radiation and much more. You can use this for Estimation of Power potentials based on discharge, Watershed management or in Irrigation purpose to estimate incoming water. This course also covers Groundwater recharge. Soil Properties identification and much more.
Land Use Land Cover Classification: Most of you are already enrolled in Land use land cover classification. I always updating this course whenever some new change is happen in GIS. In This course you learn Image Procession from Scratch, This covers image enhancement, Various image classification Methods, Land Use change detection and area calculation from pixels. This course covers pixel level editing to correct bad classification pixel in image, like forest in Hill shade, or Barren land appears like Urban. You can also look on this continuous updating course.
Some time we buy costly laptop for GIS task and image processing, with Good process as shown by Showroom Boys, But after spending much of money we find its performance is same as old laptop and slow even after i7 and 16gb RAM, But There is something that they hide from you,
Here are point that we missed while purchase.
Your laptop processor may be fast but not the hard disk
You get 16gb Ram but ts slow speed,
HDD response rate is slow
Laptop without SSD.
Having wifi but not 802.11ac , later you get slow internet on fiber connection.
Having HD screen 1080, but lower contrast ratio.
So this configuration seem to high but at end you will get low speed laptop, Because processor will slow down if Hard drive is slow.
So, Here is laptop with faster SSD Drive which read data upto 3gbps and write also 3gbps. It has faster ram then traditional ram, It has 2 Hard drive, One for C drive and other for Other works, This make it faster then your thinking, I will boot in just 5 seconds. SO have A look on this.
Estimation of Groundwater potential zone using GIS is and very easy work. Even Just basic knowledge of GIS is Required. You Just need to know to concept how it works and how to take that work from form GIS data. Groundwater Potential zone is just an estimate of possible location of water availability. But it does not tell the water depth. But if you want to know monitor changes in water depth in this case you need to work with actual data and plot that data in GIS. You can also calculate water level changes and location by using GIS if you have observation data. Groundwater Required few layers like Land Use, Rainfall, Soil, Drainage density, DEM, Even number of layers is not limited you can use any number of layer as per information available, like Geomorphology also. This project is sometime given to Master of PhD students. But actually this is work of Just one day if you have good internet connection and ability to work Just 8 hrs continuous. Only write up will take time. So here is step by step Video tutorial is available for this project. It covers from data downloading to final results, Even the same tutorial covers Drought and Flood risk zone also, because it use same data. High Quality GIS contents are not free, But too cheap also as 10$. If you learn GIS offline this will cost you thousand of dollars and at last you not have single video of course. You purely depend on you notebook. But if everything is available in video you can do it better, watch any step anytime rewind it. So All reading this post have access to this course using special link. Below this post.
Trend of change from Agriculture to Urban, or Forest to Urban
The actual landuse
Rate of change
We can predict future landuse in two ways, Using Regression model or By CA Markov Method with Machine learning approach to solve complex problems.
So CA Markov is best to predict with MLP and Neural Network approach. This way we train our model with 50% learning and 50% testing approach. But any learning accuracy between 40% to 70% will provide accurate results. It depends upon how we are getting output results. Each time after modification check results by comparing to real landuse if it matches at least 70% then continue to predict for future. All task are too easy some work need to do in ArcGIS and some in Terrset Model. Both are NOT open source.
While Performing GIS Task. We have most of data in columns. If data is Rows we can easily sort by right click on column. But how to sort column without changing rows. Then Like you have multi GPS data. or even Landuse data you want to sort from your attribute table. Then Have a Look on this video. Columns are in order 2050 to 1980 But I want to show starting column as 1980 and ending 2050 without changing rows. Then how to do it Let's have look.
How to Revert or Sort Columns Data in Excel - YouTube