MATLAB and Python Recipes for Earth Sciences
Martin H. Trauth, University of Potsdam, Germany
In an earlier post in March 2017 I explained how to capture NDVI Red+NIR images using a MAPIR Survey2 NDVI, to import the images into MATLAB and to calculate the Normalized Difference Vegetation Index. Here is the result of the experiment repeated in June 2017 during the growing season. Continue reading “Calculating the NDVI From Multispectral Camera Images Using MATLAB, Part 2”
In a series of blog posts, I will tell you a little about how I teach computational geosciences with MATLAB. On the second half of day 4 of the one-week course I teach to import, process, analyze and visualize spatial data. Continue reading “Teaching Computational Geosciences with MATLAB, Part 9: Spatial Data”
In a series of blog posts, I will tell you a little about how I teach computational geosciences with MATLAB. On the first half of day 4 of the one-week course I teach multivariate statistics. Continue reading “Teaching Computational Geosciences with MATLAB, Part 8: Multivariate Statistics”
Today I received three more MAPIR Survey2 cameras to built a multispectral array. In addition to the MAPIR Survey2 NDVI Red+NIR (650 and 850 nm) camera using to calculate the the Normalized Difference Vegetation Index (as described in an earlier post) purchased in March I now have the Blue (450 nm), Green (550 nm) and Visible Light RGB (~370–650 nm). We use the four cameras to build a multispectral array, possibly mounted on drones, to determine various types of rocks and minerals on the ground. First experiments and results will be presented here shortly.
In a series of blog posts, I will tell you a little about how I teach computational geosciences with MATLAB. On the second half of day 3 of the one-week course I teach signal processing. Continue reading “Teaching Computational Geosciences with MATLAB, Part 7: Signal Processing”
Next week I am hosting the 3rd annual workshop of the Chew Bahir Drilling Project with 35 participants from the Ethiopia, Germany, United Kingdom and United States of America. The project, as part of the international Hominin Sites and Paleolaces Drilling Projects (HSPDP), tries to fill gaps in the environmental history of East Africa, the habitat of early human ancestry. Within the framework of the project, two ~280 m long cores were collected in the Chew Bahir Basin in Southern Ethiopia including the last ~550,000 year history of environmental change in the southern Ethiopian rift were some of the oldest fossils of our own species were discovered. The first results from analyzing these cores will be discussed during the workshop. See press release of the workshop here.
My paper about the time series analysis of published records of terrigenous dust flux from marine sediments together with Juarn C. Larrasoaña and Manfred Mudelsee was surprisingly successful. The paper was published before I started to publish my results together with data and MATLAB code. Since colleagues often asked for the data and code to carry out further analyzes or simply reproduce the figures, I put them both online today. Continue reading “MATLAB Code and Data of “Trends, rhythms and events in Plio-Pleistocene African climate” (Trauth et al., QSR 2009)”
In a series of blog posts, I will tell you a little about how I teach computational geosciences with MATLAB. On the first half of day 3 of the one-week course I teach time-series analysis. Continue reading “Teaching Computational Geosciences with MATLAB, Part 6: Time-Series Analysis”