A COMPARISON OF HARVESTER PRODUCTIVITY AND STUMP VOLUME WASTE IN COPPICED AND PLANTED EUCALYPTUS GRANDIS PULPWOOD COMPARTMENTS
Muedanyi Ramantswana Focus on Engineering 2013 Outline
1. Research objectives 2. Silviculture, why coppicing? 3. Harvesting system 4. Research data collection 5. Research data analysis 6. Results (productivity & stump fibre) and other main findings 7. Conclusion Questions?
• What is the productivity (PMH) when operating in coppiced and planted Eucalyptus grandis compartments?
• Is stump fibre being wasted when operating in coppiced and planted Eucalyptus grandis compartments? If so how much?
Research objectives
• Analyse the effect of the factors affecting the productivity of the harvester in coppiced double, coppiced single and planted E. grandis pulpwood compartments;
• Determine the productivity rate (m3 per productive machine hour) and develop models in order to predict the productivity of a harvester in coppiced double, coppiced single and planted E. grandis pulpwood compartments in relation to the identified factors;
• Compare the productivity of the harvester when operating in coppiced double, coppiced single and planted pulpwood compartments;
• Quantify the amount of volume lost due to excessive stump heights in coppiced double, coppiced single and planted compartments Silviculture, why coppicing?
• Eucalyptus species have the ability to resprout after felling
• Enables second timber rotation without complete re- establishment
• Silvicultural establishment costs reduced
• No pro-longed delays between felling and establishment as in replanting Harvesting system
Locality
Stand Extraction route Forest Road Depot
Activity
Hitachi excavator base with Waratah 616 harvesting head - Fell, debranch, debark, crosscut and stack
Extraction Coppice stems
Data collection
• Research area data • Mondi Newlands farm
Compartment D006 D014 D022 D020
Species E. grandis E. grandis E. grandis E. grandis (Coppiced) (Coppiced) (Coppiced) (Planted)
Area (ha) 11.20 25.60 22.60 5.3
Age (yrs) 8 11 8 7
Average DBH (cm) 13.1 17.7 17.6 18.3
Average Height (m) 21.0 32.1 29.4 23.3
Trees per hectare 1296 921 855 1229
Average tree volume (m3) 0.165 0.275 0.253 0.214
Volume per hectare (m3) 213.84 253.28 216.32 263.00
Sample size 734 97 378 542 Data collection Data collection: Productivity Data collection: Stump waste
Data analysis
• Tree volume and cycles times used to determine productivity
• Descriptive statistics conducted
• Outliers remove through evaluation of scatter plots
• Data divided into coppice double, coppice single and planted stems
• To derive productivity models raw data was transferred to STATISTICA for analysis Results and discussion
Productivity and stump waste Results: Effect of tree volume on harvester productivity coppice double stems coppice single 35 45 40 30
35 25
30
20
/PMH) 3 25
15 20
Productivity(m3/PMH)
Productivity Productivity (m 10 15
10 5
5
0 0 0.0 0.2 0.4 0.6 0.8 1.0 1.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 3 CCS volume (m3) Tree v olume (m )
45
40
35
30
/PMH)
3 25 Planted
20
Productivity (m Productivity 15
10
5
0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7
Tree volume (m3) Productivity model coefficients
Model adequacy checking: Normality test, homoscedasticity test and evaluation
Coppice single Effect Coppice double stems Planted trees stems
Intercept (β0) 1.6472 2.4940 1.5782
CCS volume / tree volume (β1) 38.3300 61.9498 83.9645
CCS volume2/ tree volume2 (β2) -15.3379 -26.5277 -56.0942
R2 Value 0.88 0.87 0.88
For example : Planted Regression = 1.5782 + 83.9645(0.2) – 56.0942(0.2)2
Comparison of harvester productivity between coppiced double, coppiced single and planted trees
35.0
29.5 30.0
26.2
25.0 26.8
21.7 23.0
/PMH) 20.0 3
16.1 Planted 18.7 17.0 Coppiced single 15.0 14.5
Coppiced double Productivity(m 13.8 11.8 9.4 10.0 8.7 8.4 5.0 5.3
0.0 0 0.1 0.2 0.3 0.4 0.5 0.6 Tree volume (m3) Harvester productivity under various coppiced double and coppiced single proportions and tree volumes
Proportions (%) Predicted productivity (m3/PMH): different mean tree
volumes
Coppiced double Coppiced single
3 3 3 3 3 3 % % 0.1m 0.2m 0.3m 0.4m 0.5m 0.6m
100 0 5.3 8.7 11.8 14.5 17 19.1
75 25 6.1 10.0 13.5 16.7 19.4 21.9
50 50 6.9 11.3 15.2 18.8 21.9 24.6
25 75 7.6 12.5 17.0 20.9 24.4 27.4
0 100 8.4 13.8 18.7 23.0 26.8 30.1 STUMP WASTE
Han and Renzie (2005) THE GRAVEYARD
Does this look familiar?
Relationship between stump volume wasted and tree volume coppice double stems coppice single
0.040 Scatterplot:Coppice single tree volume vs. Stump waste volume 0.022
0.035 0.020
0.018 0.030
0.016
) 0.025
3
)
3 0.014
0.020 0.012
0.010 0.015 0.008
Stump waste volume (m volume waste Stump
Stump waste volume (m volume waste Stump 0.010 0.006
0.004 0.005 0.002
0.000 0.000
0.0 0.2 0.4 0.6 0.8 1.0 1.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 3 Tree volume (m ) 0.95 Conf.Int. 3 Tree volume (m ) 0.95 Conf.Int.
0.016
0.014
0.012
)
3 0.010
0.008 Planted
0.006
Stump waste volume (m
0.004
0.002
0.000 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7
3 Tree volume (m ) 0.95 Conf.Int. Average stump volume waste
Variable Coppiced double Coppiced single Planted trees
stems trees Average stump 0.00307 0.00195 0.001650 volume waste (m3)
Little volume is lost when waste volume is evaluated on a tree-by-tree basis, however when accumulated across all trees harvested with waste in a hectare/plantation or region the timber value overlooked maybe high – in addition to all the other forms of waste Stump volume per hectare for coppiced double, coppiced single and planted
1.600 stumps
1.395
)
3 1.400
1.200
1.000
Coppiced double stumps 0.800 Coppiced single stumps
Waste per volume hectare (m Planted stumps 0.600 0.498 0.472
0.400
0.200
0.000 Coppiced double stumps Coppiced single stumps Planted stumps
Factors influencing stump heights
• Multiple stems or leaning stems
• Obstacles within the compartment
• Species
• Tree form
• Operator efficiency Good vs bad practice
Benefits of low stumps
• Efficient timber extraction and transport
• Reduced machine damage
• Lower site preparation cost because of less obstacles
• During harvesting – few breakages and obstacles during processing
• Enables mechanised silviculture operations Possible alternatives?
• Consider other harvesting systems in coppice compartments
• Stump harvesting where applicable
• Mulch/ grind Conclusion: summary
• Refer back to research objectives
• Evaluate fibre loss as a whole – tops, stumps, breakages and operation losses
• Holistic view: compare gain as a result of silviculture coppicing and harvesting productivity loss because of coppicing( stump waste and costs?) More detailed information Ndo livhuwa! Thank you!
Acknowledgements • Sappi • NMMU (Saasveld) • Mondi • A McEwan • J Steenkamp • Fellow NMMU students Struan and Mxolisi • DS Preen Contracting