Crop growth animations using ggplot and gganimate

Crop growth animations using ggplot and gganimate

m

News | R | Software

March 22, 2019

For winter wheat crop modelling, I designed some animations in R. To make growth curves and bubble plots, I used some R packages such as “ggplot2” and “gganimate“. The code description of these animations is given on below mentioned Github links.

Bubble plots in R

Bubble plots are an effective way of displaying data. For my study, I created these plots to describe the quality assessment of synthetic remote sensing data (combination of Landsat (30m) and Modis (500m)) used for generating daily time series of winter wheat. The code is described on my Github account.

Growth Curves in R

After producing quantitative data on the rate of development of the winter wheat crop, I produced the logistic curve of its biomass using lue and ggplot2 packages in R.

Model generated biomass curve of winter wheat using Light use efficiency model in 2015

In addition, I made use of the above mentioned packages to generate a comparative plot between actual and optimal growth rate of winter wheat. The code for this curve is provided on my GitHub account.

Comparison of optimal versus actual growth rate of winter wheat in DEMMIN, Germany

Maninder Singh Dhillon




you may also like:

Invited Talk at the University of Zurich

Invited Talk at the University of Zurich

EORC PI Florian Betz was invited by the group of Remote Sensing of Environmental Changes at the University of Zurich to talk about his research on satellite time series based analysis of river systems. The visit was a great opportunity to exchange ideas and elaborate...

Snow and ice research in the Arctic

Snow and ice research in the Arctic

Our colleagues Dr. Mirjana Bevanda and Dr. cand. Jakob Schwalb-Willmann recently conducted another UAS-based fieldwork in the Arctic, focusing on temporal variability of snow and ice property. Utilizing VTOL UAS platforms equipped with LiDAR, multispectral, and...

Exploring Wetland Ecosystems in the Rhön Biosphere Reserve

Exploring Wetland Ecosystems in the Rhön Biosphere Reserve

As part of our ongoing collaboration with our EOCap4Africa project partners, two members of the EORC (Dr. Insa Otte, Lilly Schell) at the University of Würzburg recently took a field trip to the Rhön Biosphere Reserve with our visiting scientists. We visited two...

Spring Vibes on Our Lunch Break

Spring Vibes on Our Lunch Break

With the first warm days of spring finally arriving, a small fraction of our team already took full advantage of the sunshine during lunch break—gathering outside to soak up the mild weather and enjoy a few well-earned moments of relaxation. Some of us have just...