An economic analysis of clubmoss control with mechanical treatments in Saskatchewan rangeland, Canada
Bibliographic record
Abstract
Clubmoss (Selaginella densa Rybd.) is a low, dense-matted, slow-growing perennial plant, which occupies large areas of the Northern Great Plains and is common on Saskatchewan rangelands. It rarely exceeds 2.5 cm in height and has an extensive mat of very fine roots penetrating to a depth of about 8 cm. The mat intercepts precipitation and holds it on the surface of the ground. Much of this moisture dose not penetrate this layer of mat and is unavailable to more desirable vegetation. The most common habitats for clubmoss growing are level areas and moderate slopes in plain topography. The plant prefers well developed soil of medium textured and nearly neutral reaction. Knowledge of the ecological role of clubmoss is limited. However, it dominates some native grassland stands, but has no forage value and increases with overgrazing and mismanagement of prairie pasture. The objective of this study was to complete an economic analysis of pitting and chisel plowing mechanical treatments that are commonly used to reduce clubmoss on rangelands in the Northern Great Plains. Cost and benefit analysis of pitting and chisel plowing were determined for the sandy on loamy range sites in the Dry and Moist Brown Soil Zones, and the Dark Brown Soil Zone in Saskatchewan. The levels of costs and benefits per hectare from mechanical range renovation depend upon the additional animal units (AU) raised and return to grazing per AU and the carrying capacity. Additional AU could reached on areas receiving each of the two treatments on loamy and sandy range sites in the three selected areas in Saskatchewan. Economic feasibility of treatment varies and a number of factors affect the final results,but weather is more important in determining forage productivity than mechanical disturbance. This study shows that net present values for chisel plowing were negative, indicating this treatment is not economically feasible on any range site at either 8% or 10% interest rate. Results for pitting suggest that it is more desirable on economic grounds than chisel plowing. Recovery of total costs of pitting on a loamy range site occurred at 10 and 11 years post-treatment in the Dark Brown Soil Zone, 12 and 14 years in the Moist Brown Soil Zone, and 15 and 18 years in the Dry Brown Soil Zone at discount rates of 8 and 10%, respectively. It is questionable whether beneficial effects of pitting or chisel plowing on herbage production exceed 20 years. Range managers considering pitting or chisel plowing to reduce clubmoss on rangeland and improve forage productivity will find the net present value, internal rate of return, and the predicted number of years to break even in making economically prudent decisions. Considering the questionable ecological value of removing a cover of clubmoss, it may be prudent for range managers to economic alternatives methods of range improvement, for instance, improved grazing management, fertilizing and/or interseeding on clubmoss dominated rangeland. Such decision may require more reason on rangeland productivity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".