Find Jobs
Hire Freelancers

R coding for parsing and simple raster calculation of geospatial images

$30-100 AUD

Closed
Posted over 5 years ago

$30-100 AUD

Paid on delivery
Writing R or MATLAB codes for automated parsing each band of geospatial composite image tiff files, storing each separate band, performing raster calculation, exporting raster calculation results as new images, and calculating statistics of each result images. Then guiding me how to do it in my computer through Team Viewer application. Requirement: R or MATLAB, Geospatial data Time requirement of Project completion: 36 hours after the project is awarded to the bidder. Detailed info: For this, I will give you some files to work on. I have three files of images as examples. They are geotiff images. Each image is a composite image of four bands: B1, B2, B3, B4. All images are in one folder. I want to parse each band in every image into separate new images. For example: An image named GT_20180815 is consisted of B1, B2, B3, B4. I want to extract B1 from image GT_20180815 and save it as GT_20180815_B1 in another folder. Then do extract the B2 of the image GT_20180815 and save it as GT_20180815_B2 in another folder. Then so on and so on. But in practice, I will have hundred images, that is why I need an automated work through looping in MATLAB or R environment. Then, after each band from all images are extracted and stored them in separate no I need to do raster calculation. For example: VF = GT_20180815_B1 * GT_20180815_B2. Then I need to export VF as permanent images. Then I will have hundreds of VF images in another folder. Then from the VF folder, I need to derive statistics of each VF image: covering min, max, range, Q1, Q2, Q3, STDEV. Then export the result of the statistics derivation as new variables. Requirement: R, Geospatial data Deliverables: 1. Codes in R or MATLAB to handle geospatial data that perform the following tasks - importing images and read the spatial reference (images from Planet Scope 4 bands) - parsing each image into their composing bands (B1, B2, B3, B4). I have daily images. - store / export them as new geotiff images in each new folder: ie. Folder B1 for the B1 parsed from the whole images. This will create B1, B2, B3, B4 daily images - looping a calculation for each folder for doing a simple calculation: ie: B1_SR = 0.0001 * B1 - loping a calculation for doing raster calculation for each folders: i.e NV = (B3B4)/(B3+B4). This will create daily NV images. - store or export images of results of raster calculation from NV calculations as NV daily images into new folder - deriving statistics of NV images: (min, max, range, average, Q1, Q2, Q3, stdev) - looping a calculation for averaging daily NV images into monthly NV images. - Looping codes should not be dependent to the input file names - codes should be accompanied with detailed comments for clear instruction for beginners 2. Guidance to me through TeamViewer on how to do the work in my own computer 3. Milestone is released only after the completion of deliverables number 1 and 2 above.
Project ID: 17654633

About the project

11 proposals
Remote project
Active 6 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
11 freelancers are bidding on average $116 AUD for this job
User Avatar
Hello Sir, I am the expert freelancer here. I am on the 6th position through out the world to deliver the quality job. I have deliver here more than 390 + projects with 100% client satisfaction. I can help you with R coding for parsing and simple raster calculation of geospatial images I have more than 5 years of the experience. Please ping me for more discussion. Thanks.
$200 AUD in 4 days
4.9 (47 reviews)
6.1
6.1
User Avatar
4+ years of professional experience as GIS developer. Designed and developed many systems and solutions. Contact me with more details. I am interested. Thanks
$200 AUD in 2 days
5.0 (8 reviews)
5.9
5.9
User Avatar
Expert in Matlab, Simulink, Power System, Signal Processing, Image Processing Artificial Intelligence. Excellent in Engineering related work. Already finished similar work on Geo-images. I have seen your pdf file. I can do this work. Pls send a msg to discuss further.
$100 AUD in 10 days
4.9 (20 reviews)
4.6
4.6
User Avatar
Writing Invaders is a group of independent professional writers and website developer and scholars from everywhere throughout the world. Together, we give best quality aid to secondary school, undergraduate, Masters and Ph.d. programs. 1. Academic writing 2. Article/content/blog writing 3. Product description writing 4. Transcription writing 5. Logo designing 6. Autocad 7. Audio recording/voice recording 8. Picture illustration 9. SQL 10. Web Development and designing 11. Book designing We are honored with a group of experienced online scholarly scholars who have capability in English dialect, alongside assorted subject information of Finance, Marketing, Accounting, Management, Statistics, Human Resources, and Information Technology
$72 AUD in 10 days
2.0 (2 reviews)
1.8
1.8
User Avatar
Hi, Saw you are looking for a developer to automate extraction of bands of GEOTIFF images. I can help you with the extraction storing extracted bands, raster calculations as well as calculating statistical values from those Raster calculations using Matlab. I am an undergraduate minoring in Remote sensing. Therefore i have the required knowledge and experience in Satalite images, Image formats, Composite images, Manipulating images using ENVI and ARCGIS. I am specialized in Matlab Since i am a developer i have the necessary skills to handle this project. I can use Matlab to develop the automation solution and teach you how to do the implementation on your device as well. My Aim is to deliver best quality implementation without any bugs within the deadline. You can contact me if you need further details. Thank you. Hope to hear from you soon.
$100 AUD in 2 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi I am a Data Science Professional with specific to R programming and machine learning with a total experience of 7 years of which close to 4 years is into Data Science with R Programming, & matlab on tools front. I have worked on many predictive modelling projects in the healthcare, retail, and spot market domains. I am experienced in image processing in Matlab and R. I have architectured end-to-end data science projects in R, Azure cloud environment with final results showcased in PowerBI. Currently, this system is running without any manual intervention for spot market movement prediction with an avg monthly accuracy of 77%. Proven track record in designing and developing machine learning based predictive modelling and optimization projects in the healthcare, retail and finance and industrial domain. Looking forward to hear more from you about this project. Thank You, Shreyans
$100 AUD in 2 days
0.0 (0 reviews)
0.0
0.0
User Avatar
## What I understood ? ## As I understood, you have 'n' number of raster images and each image has few bands data. We have to save each band as separate file for each raster in different folder. Then we have to compute certain Indices for each input raster and again save it in another folder. ## Why I am bidding ? ## I have worked with similar type of problem in R for Landsat data to compute few vegetation indices (like NDVI). I feel what you required is similar to the work I did earlier and working with R in Remote sensing and GIS applications for more than 3 years. ## Why I am bidding low ? ## I am bidding very low just because this is my first bid.
$80 AUD in 2 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of AUSTRALIA
Brisbane, Australia
5.0
2
Payment method verified
Member since Aug 22, 2018

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.