LV-19-d19-006

Readings "Passive" learning opportunities

This page collects together all of the “readings” associated with individual modules.

In this site, readings represent “passive” learning opportunities, as opposed to experiences, which represent “active” learning opportunities. In many courses, readings and experiences together constitute the “assignments”.

Module: Knowledge and prerequisites for the course

Blended Learning

The Basic Course Concept dealing with remote digital and presence learning

Basics

Assignments and how to deal with them

The general concept of assignements in this course. How to deal with them and how the suggested workflow

Mandantory Introduction

Standing on the shoulders of giants

The general scientific fooundation of the course

Mandantory Introduction

Module: Reproducible Research

What do we mean with reproducible research?

Definition of reproducible research, tools and workflows

Reading 10 min Mandantory

Reproducible Research - does this have any meaning?

Find the optimisation Level

Talk 18:19 min

Reproducible Research: Concepts and Ideas Part 1

What and Why reproducible research?

Talk ~ 7 min

Reproducible Research: Concepts and Ideas Part 2

What is a research Pipline?

Talk ~ 5 min

Reproducible Research Do and Don't Do

Guidline for Reproducible Research

Talk ~ 8 min

Reproducible Research - with sense of proportion

Find the optimisation Level

Talk ~ 4 min

The blogdown Documentation

Reading Reference

Module: Introduction to Spatial R-GIS

R-GIS ecosystem at at a tipping point

Learn something about the R ecosystem with special focus on spatial aspects

talk ~ 58 min

Some Pros and Cons learning R-GIS?

Get a first hand overview about 20 years of development

talk ~ 58 min

Rmarkdown Why should I learn it?

Yihui Xie is giving a brief overview…

talk ~ 28 min

Introduction to R-spatial with geocomputation with R

Introduction to R-spatial with geocomputation with R

Reference Textbook

Module: Deriving ecological indices from LiDAR data

The basic principles of 3D pointcloud data analysis

LiDAR Enhanced Forest Inventory - Demystified. The basic principles of 3D pointcloud data analysis in the forest

Screencast 5 min

2D versus 3D segmentation of trees

Lidar Remote Sensing of Forest Structure, Biomass and Dynamics

Reference Supplemental

Module: Spatial Prediction of Forest Microclimate

Some ideas why Microclimate matters

Microclimate research has a wide range

Screencast 5 min 15 min

Incorporating microclimate into species distribution models

Species Distribution Modelling

Reference Introduction

Habitat structure modifies microclimate: An approach for mapping fine-scale thermal refuge

Habitat and Scale

Reference Introduction

Advances in Microclimate Ecology Arising from Remote Sensing

Remote Sensing and Sensor Networks

Reference Introduction