Annual silviculture costs for a 1 ha plantation under the following configurable scenario settings:
- Rotation
$R \in \{4,5,\dots,15\}$ years - Thinning
$\in \{\text{"yes"},\text{"no"}\}$ - If
thinning = "no":- Silviculture runs at full (baseline) intensity in all years.
- If
thinning = "yes":- Thinning is implemented as intensity discounts on maintenance-related costs (no thinning cost is incurred).
- Discount timing is rotation-dependent:
- First discount: if
$R \ge 6$ , a discount factor is applied starting in year 4 - Second discount: if
$R \ge 9$ , a stronger discount factor is applied starting in year 7
- First discount: if
- If
- Quantity weighting
$\lambda_q \in (min_q, max_q)$ (i.e man-days, input quantities) - Wage / price weighting
$\lambda_p \in (min_p, max_p)$ (i.e wages and unit prices) - Labour mix
$\in \{\text{unskilled}, \text{skilled}\}$ - If
skilled, unskilled man-days are converted to skilled man-days using a fixed efficiency factor
- If
Annual costs are computed for each year
- Labour cost and allowance, computed as
$\text{Labour cost} = \lceil \text{man-days} \rceil \cdot \text{wage} + \lceil \text{man-days} \rceil \cdot \text{allowance}$ - Consumable and operational inputs computed as
$\text{quantity} \cdot \text{unit price}$ - Fixed or variable silviculture items (tools, PPE, transport, overheads) as defined in the operation library
Cashflow for a 1 ha plantation, conditional on the silviculture costs model and the following scenario settings:
- Initial stocking
$N_0$ (trees per hectare) - Thinning schedule and prices: Each thinning year
$t \in \mathcal{T}$ has an associated price per tree$p_t^{\text{thin}}$ and removes a fixed fraction$\theta_t \in (0,1)$ of the standing trees - Final harvest: Occurs in year
$R$ . All remaining trees are harvested at a roundwood price per tree$p^{\text{final}}$ - Thinning revenue:
$\text{Revenue}_t^{\text{thin}}=\theta_t \cdot N_t \cdot p_t^{\text{thin}}$ for$t \in \mathcal{T}$ . - Final harvest revenue:
$\text{Revenue}_R^{\text{final}} = N_R \cdot p^{\text{final}}$ at$t = R$ For each year$t = 1,\dots,R$ : $CF_t = \text{Revenue}_t - \text{Silviculture cost}_t$ - Net Present Value (NPV):
$\text{NPV} = \sum_{t=1}^{R}\frac{CF_t}{(1+r)^t}$ - Internal Rate of Return (IRR):
$\sum_{t=1}^{R}\frac{CF_t}{(1+\text{IRR})^t}=0$ - Payback period: The first year
$t$ for which cumulative cashflow becomes non-negative
Harvest and haulage costs for a single harvest event over a plantation area of size A (ha), under the following configurable scenario settings.
Expenditure:
- Felling method
$\in \{\text{"chainsaw"},\text{"harvester"}\}$ - Extraction method
$\in \{\text{"manual"},\text{"tractor"},\text{"belllogger"}\}$ - Loading method
$\in \{\text{"manual"},\text{"machine"}\}$ - Equipment regime
$\in \{\text{"rented"},\text{"owned"}\}$ - If
rented: daily rental rates apply ($\lceil d \rceil \cdot \text{rental rate}$ ) - If
owned: daily maintenance rates apply ($\lceil d \rceil \cdot \text{maintenance rate}$ )
- If
Operations (intensity parameters):
- Mensuration:
$v_M \in [0,1]$ - Felling:
$v_F \in [0,1]$ - Extraction:
$v_E \in [0,1]$ - Loading:
$v_L \in [0,1]$ - Haulage:
$v_H \in [0,1]$ - Regulatory:
$v_R \in [0,1]$ - Allowance:
$p_{\text{allow}} \in [0,1]$ - Permit strictness:
$p_{\text{permit}} \in [0,1]$
For each quantity specified as
- Effort/consumption quantities increase with intensity:
$\text{eff}(v) = (1-v),q_{\min} + v,q_{\max}$ - Productivity quantities (e.g. stems per day) decrease with intensity:
$\text{prod}(v) = (1-v),q_{\max} + v,q_{\min}$
Price and wage weighting
- Wage weighting:
$\lambda_w \in (w_{\text{min}}, w_{\text{max}})$ - Price weighting:
$\lambda_p \in (p_{\text{min}}, p_{\text{max}})$
Site and scale parameters:
- Harvest area:
$A$ (ha) - Stems per hectare:
$N_{\text{ha}}$ - Mean tree volume:
$\bar v$ (m³) - Haul distance:
$D$ (km) - Truck payload capacity:
$C$ (m³ per trip) - Labour (including allowance) and equipment cost
- For any labour category requiring
$d$ man-days:$\text{Labour cost} = \lceil d \rceil \cdot \text{wage} + \frac{\left\lceil 2d \right\rceil}{2} \cdot \text{allowance}$
- For any labour category requiring