soil | Simple OpenGL Image Library

I am trying to download soil fertility data from the following website:

https://soilhealth.dac.gov.in/publicreports/FertilityIndex

I have got to the point where I can load the spreadsheet containing the data within an iframe. However I cannot figure out how to access the download button. This is the code I have so far:

I want to extract only those Samples which contains alleles2 of SNP1 to 9 and want to put them in a table side by side in a way that I can distinguish which SNP corresponds to which Samples.

My data looks like this:

I had a question about using LSTMs for processing data over time. That is, how can I feed data one-by-one into an LSTM, without the LSTM forgetting about my previous inputs?

I had looked through the Keras "stateful" argument a bit, but it had only made me more confused. I'm not sure whether it's relevant or not for my purposes.

E.g.

Say I am sequentially/chronologically getting data from a soil sensor. The first sample of data is s1. s1 is composed of multiple values (e.g. sunlight, soil temperature, soil humidity). I will get another sample of data, s2, in a few seconds, but I only have s1 right now. So I input s1 into the LSTM as the first timestep. When s2 comes along, I then propagate it through the LSTM as the second timestep. Is this possible to do in Keras?

I am willing to calculate the standardized effect size for soil N among 2 soil water levels (optimal, reduced) and two diversity levels (High versus Low) with 5 replicates each. I am using the formula ES = (soil_N optimal - Soil_N reduced) / (soil_N optimal + soil_N reduced), separately for each replicate and diversity level (High and Low) that I can use to plot a graph. Would it be possible to do this calculation without using loops? I am looking forward to a dplyr/tidyverse solution to this problem. I am very much looking forward to your simple answers.

Site page in question:

https://reubenanderson.com/nisswa_dock/dock-builder/

I have a project where a user can drag a section of a dock to a lake shore to create their own dock. This is inside of a wordpress page and I am having trouble with moving the dock section after it is dropped. When I drag the section it jumps to a different position and I cannot figure out why. When I add draggable to the section after it is appended, do I need to add the position information there as well? If so how? Could this be a conflict coming from Wordpress? I appreciate the help.

The jumping (moving position) problem in the snippet is not as bad as in the WordPress page.

EDIT: I am aware it's a heinous design. I am using garish colors so I can see the results of DIV padding, spacing etc. I am going for functionality then beauty.

Context: I (as a soil researcher) have been working on a script to automate the process of acquiring data from a large database site in the Netherlands.

The site is called https://www.dinoloket.nl/ondergrondmodellen

whenever you select a location you can get an expected soil build-up for different models. the model that I use is the regis v2.2. that shows different lithologie formations.

so far i have been able to create a script that selects the correct model, inputs a address and export the depths of the different layers

Example of what the site gives as layer output

in the image it also shows a tooltip that is different for each color in the column. I would like to be able to access this text however, it keeps disappearing.

I have read other related questions however, what is different is that the tooltip text is variable depending on where you are in the column.

tooltip on the site

in the image you can see that the tooltip (id="columns-tooltip") has a changing message whenever the location on the tooltip changes.

Does anybody has an idea on how to access the text "Complexe eenheid, bestaande uit een afwisseling van zandige klei, midden en fijn zand, klei en veen en een weinig grof zand"

I am aware that the question is vague, however some pointers in the right direction might already be helpful.

Thank you

I try to produce a plot and want to automatically add text (in this case is percentage) to each circle in correspond to each y axis types. Any help would be very helpful.

I have a question concerning rasterization of polygons by maximum overlap, i.e assign the value of the polygon that has the highst area overlap with the raster cell.

The real world exercise is to rasterize polygons of soil-IDs in R, in order to produce relatively low resolution maps of soil properties as model inputs.

The problem is that the rasterize() function of the terra package (and similar stars' st_rasterize()) assigns the cell value from the polygon that contains the cell midpoint. If a raster cell contains multiple polygons, I would rather like to select the value of the polygon (soil-ID), which has the highest aerea cover in a raster cell.

Here is a small self-contained example that visualizes my problem, using terra.

I am looking for an alternative approach to plotting results from pairwise comparisons than traditional bar plots. If possible, I would like to create a plot like the one shown below [1], but for a model that includes an interaction effect. R code for the plot below is online [2]. Is there a way to revise or add onto this code to include an interaction effect?

Example of my data set (too large to include in its entirety but I can send upon request) and the model used: