Overview | 1. Built-in datasets | 2. Data validation | 3. Tillage analysis | 3.1 Summarise tillage operations | 3.2 Tillage depth trend | 3.3 Compaction detection | 4. Erosion analysis | 4.1 Track erosion depth | 4.2 Estimate soil loss | 4.3 Compare fields | 5. Visualisation | 5.1 Tillage depth timeline | 5.2 Erosion depth trend | 5.3 Organic matter trend | 5.4 Tillage vs erosion comparison | 6. Full analysis pipeline | References
Package: soiltillr 0.1.0
Sadikul Islam
soiltillr: Analyse Soil Tillage Depth and Erosion Over Time
Provides tools to record, validate, and analyse soil tillage depth and erosion across years and field treatments. Includes functions for year-wise tillage operation summaries, erosion depth tracking, compaction detection, soil loss estimation, and visualisation of temporal changes in tillage and erosion profiles. Methods follow Lal (2001) <doi:10.1201/9780203739280> and Renard et al. (1997) "Predicting Soil Erosion by Water: A Guide to Conservation Planning with the Revised Universal Soil Loss Equation (RUSLE)" <https://ntrl.ntis.gov/NTRL/dashboard/searchResults/titleDetail/PB97153704.xhtml>.
Authors:
soiltillr_0.1.0.tar.gz
soiltillr_0.1.0.tar.gz(r-4.7-any)soiltillr_0.1.0.tar.gz(r-4.6-any)
soiltillr_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
soiltillr/json (API)
| # Install 'soiltillr' in R: |
| install.packages('soiltillr', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- erosion_profile - Soil Erosion Profile Dataset
- tillage_operations - Tillage Operations Dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:0b1f7587e5. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 137 | ||
| source / vignettes | OK | 164 | ||
| linux-release-x86_64 | OK | 138 | ||
| wasm-release | OK | 109 |
Exports:compare_fieldsdetect_compactionestimate_soil_lossplot_erosion_trendplot_om_trendplot_tillage_erosionplot_tillage_timelinesummarise_tillagetillage_depth_trendtrack_erosion_depthvalidate_soil_data
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| soiltillr: Analyse Soil Tillage Depth and Erosion Over Time | soiltillr-package soiltillr |
| Compare Erosion and Organic Matter Between Fields | compare_fields |
| Detect Soil Compaction from Tillage Records | detect_compaction |
| Soil Erosion Profile Dataset | erosion_profile |
| Estimate Annual Soil Loss | estimate_soil_loss |
| Plot Erosion Depth Trend | plot_erosion_trend |
| Plot Organic Matter Trend | plot_om_trend |
| Plot Tillage vs Erosion Comparison | plot_tillage_erosion |
| Plot Tillage Depth Timeline | plot_tillage_timeline |
| Summarise Tillage Operations by Year and Field | summarise_tillage |
| Calculate Year-wise Tillage Depth Trend | tillage_depth_trend |
| Tillage Operations Dataset | tillage_operations |
| Track Erosion Depth Over Years | track_erosion_depth |
| Validate Tillage or Erosion Input Data | validate_soil_data |