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08_practicalmachinelearning

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dataproducts

datasciencecoursera

datasharing

The Leek group guide to data sharing

ds_gettingcleaningdata

dynamicearthnet

eadd-i-knitr-report

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

feed-availability

field-delineation

Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.

field-delineation-planet

ggpubr

'ggplot2' Based Publication Ready Plots

hybrid-cnn-rnn-model-for-hyperspectral-satellite-image-classification

The following model uses hybrid CNN- RNN model for classification of each pixel to its corresponding classes. Further the code is developed to classify pixels in accordance with soft as well as hard classification techniques.

livestock-feed-adequacy

mostofimperfectdata

Latex code for author version of doi:10.1017/S0014479718000388

multitemporal-metrics-sentinels

This script calculates multitemporal metrics out of Sentinel 1 & 2 imagery on Google Earth Engine. Outputs are: Sentinel-2 median composite. RGB composite of NDBI, NDVI and NDWI. Sentinel-1 composite of percentile 90, 50, 05 and standard deviation of VV and VH polarizations. Inputs: dates, geometry and Sentinel-1 orbit path (optional).

phdthesis

Code to reproduce my PhD thesis

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

regional-ghg-mitigation

remote_datalogger

Remote datalogger

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

roam

Simple data collection built using QGIS.

ruminant-feed-balance-2024

shiny

show

Show notes, code, and ideas for future topics for "Hello Rust!", a YouTube channel about the Rust programming language.

techfit