Review of Mexican Spotted Owl RF, With Sub-Saras
Sophie Gilbert, Katharyn Duffy
2024-08-06
Description of this species’ SARA
This is a review of the response function (RF) analysis conducted by Vibrant Planet on 2024-08-06 for the SARA for mexican-spotted-owl, and sub-SARA Foraging. Below is a map of the species’ habitat provided to Vibrant Planet, including other sub-SARAs if present.
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Each Ecosystem Component identified in the species workshop contributes to the response functions to treatment and disturbance
Effects of each ecosystem component (EC) do not vary across treatments and disturbances (i.e., if canopy cover is negative for the species, that effect is propagated across all RFs).
Each EC can contribute as a) a geo-filter, reducing the pixels considered in the response function; b) a continuous effect, positive or negative; or c) a suitability effect, where a range of suitability, with minimum and maximum, are used.
ECs can also be grouped to create combined effects (e.g., diameter of trees is positive, but only above a given basal area in the stand, yielding a DBH x BA effect).
| SARA | EC | Weight | Geo Filter | Continuous Effect | Suit. Effect | Group | Min | Max |
|---|---|---|---|---|---|---|---|---|
| Foraging | Standing_Snag_ge3 | 5 | 0 | Positive | NA | NA | NA | NA |
| Foraging | Surface_Shrub | 5 | 0 | NA | Suit | NA | 10 | 80 |
| Foraging | Surface_Herb | 5 | 0 | Positive | NA | NA | NA | NA |
| Foraging | Structure_Class | 5 | 0 | NA | Suit | NA | 4 | 6 |
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Each Ecosystem Component gets a weight in the RF, originally generated at a species workshop
| Ecosystem Component | Weight, 1-5 | RF Weight, 0-1 |
|---|---|---|
| rf.Standing_Snag_ge3 | 5 | 0.25 |
| rf.Suit_Surface_Shrub | 5 | 0.25 |
| rf.Surface_Herb | 5 | 0.25 |
| rf.Suit_Structure_Class | 5 | 0.25 |
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Compare the medean RFs for each ecosystem component, before the mean weighted RF is calculated
For each of the Ecosystem Components identified in the workshop, we developed expected response functions (ranging from -1 to + 1). These reflect the expected change in that variable, based on the +/- continuous effect or within/without suitable range, compared to a dynamic no-action baseline.
This is a review of the ecosystem components (variables) that are ingredients in the response function (RF) analysis for for mexican-spotted-owl, and sub-SARA Foraging. For each ingredient, the basic variable’s response (proportion change, from -1 to +1) to each disturbance or treatment scenario is shown, followed by plots of any further transformations (for example, from a “raw” version of the variable to one based on a suitable “range” of the variable, or two or more variables combined.
For variables that are transformed into suitable versus unsuitable, please reference the expert-defined suitability ranges in the EC table at the top of this document to understand the changes in patterns. For example, if shrub suitability is the 10th-70th percentile of the distribution, and high-severity fires increase shrub density (which they generally do), you may see a decrease in suitability of shrubs for high-severity fires because shrub growth increased, pushing those pixels from within the suitable range to above the range, and therefore unsuitable.
Ecosystem components used to generate RF ingredient Standing_Snag_ge3
Ecosystem components used to generate RF ingredient Suit_Surface_Shrub
Ecosystem components used to generate RF ingredient Surface_Herb
Ecosystem components used to generate RF ingredient Suit_Structure_Class
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The weights assigned to each ecosystem component are used to calculate a weighted average RF for the species
Explore the table below| MgmtID | rel.time | rf.weighted | rf.Standing_Snag_ge3 | rf.Surface_Shrub | rf.Surface_Herb | rf.Structure_Class | rf.Total_Cover | rf.Stratum_1_DBH | rf.QMD | rf.BA | rf.Suit_Surface_Shrub | rf.Suit_Structure_Class | rf.Standing_Snag_ge3.wt | rf.Suit_Surface_Shrub.wt | rf.Surface_Herb.wt | rf.Suit_Structure_Class.wt | treatment_type | disturbance |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BASE | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 1 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 5 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 6 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 10 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 15 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 20 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 25 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| BASE | 30 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| CMCC | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 1 | -0.0529737 | -0.0931345 | -0.0187495 | 0.0661858 | -0.7229211 | -0.8435828 | -0.6118473 | 0.4320701 | -0.8569057 | -0.0709677 | -0.1139785 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 5 | -0.1239001 | -0.4006522 | -0.0520345 | 0.0620410 | -0.7138530 | -0.8239598 | -0.5984107 | 0.4321872 | -0.8636683 | -0.0591398 | -0.0978495 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 6 | -0.1372889 | -0.4642863 | -0.0651589 | 0.0602919 | -0.7146416 | -0.8189530 | -0.6005379 | 0.4322955 | -0.8645271 | -0.0559140 | -0.0892473 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 10 | -0.1718767 | -0.6304575 | -0.1107891 | 0.0526282 | -0.7007706 | -0.7962421 | -0.5832069 | 0.4325744 | -0.8641690 | -0.0430108 | -0.0666667 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 15 | -0.1931993 | -0.7451575 | -0.1628510 | 0.0444034 | -0.6866846 | -0.7678873 | -0.5631889 | 0.4327808 | -0.8611597 | -0.0290323 | -0.0430108 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 20 | -0.1994189 | -0.7920787 | -0.2140285 | 0.0320376 | -0.6808065 | -0.7399199 | -0.5600739 | 0.4337908 | -0.8569931 | -0.0139785 | -0.0236559 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 25 | -0.1945662 | -0.8139135 | -0.2499714 | 0.0259714 | -0.6761290 | -0.7138124 | -0.5522446 | 0.4352084 | -0.8515029 | -0.0032258 | 0.0129032 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMCC | 30 | -0.1899420 | -0.8270673 | -0.2817712 | 0.0199875 | -0.6704659 | -0.6861491 | -0.5442714 | 0.4368646 | -0.8451257 | 0.0053763 | 0.0419355 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMUR | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 1 | -0.0225494 | -0.0553126 | -0.0060215 | -0.0001425 | -0.2707585 | -0.4149886 | 0.0519871 | 0.2596745 | -0.3973680 | 0.0008686 | -0.0356109 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 5 | -0.0940030 | -0.3356441 | -0.0288028 | -0.0076521 | -0.2639741 | -0.3936146 | 0.0571443 | 0.2540644 | -0.3920051 | -0.0020266 | -0.0306891 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 6 | -0.1114746 | -0.4002776 | -0.0363245 | -0.0097204 | -0.2606543 | -0.3869357 | 0.0590324 | 0.2523419 | -0.3886802 | -0.0046323 | -0.0312681 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 10 | -0.1505718 | -0.5536050 | -0.0652326 | -0.0165454 | -0.2452471 | -0.3631949 | 0.0622813 | 0.2456763 | -0.3774043 | -0.0057904 | -0.0263463 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 15 | -0.1816455 | -0.6548877 | -0.0943467 | -0.0276873 | -0.2187416 | -0.3331852 | 0.0689915 | 0.2364858 | -0.3592252 | -0.0115808 | -0.0324262 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 20 | -0.1912358 | -0.6825832 | -0.1228018 | -0.0386425 | -0.2043669 | -0.3057309 | 0.0697128 | 0.2276763 | -0.3410798 | -0.0130284 | -0.0306891 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 25 | -0.1941728 | -0.6834797 | -0.1438756 | -0.0463093 | -0.1854323 | -0.2816898 | 0.0720084 | 0.2194869 | -0.3235053 | -0.0124493 | -0.0344528 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| CMUR | 30 | -0.1941543 | -0.6683862 | -0.1610895 | -0.0532224 | -0.1587338 | -0.2594465 | 0.0746324 | 0.2118415 | -0.3064426 | -0.0127389 | -0.0422698 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| FIC1 | 0 | 0.0001390 | 0.0005560 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 1 | -0.0684667 | -0.2024063 | 0.3311535 | 0.1542831 | -0.1970948 | -0.3556854 | 0.0792976 | 0.0199997 | -0.3667311 | -0.2032249 | -0.0225188 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 5 | -0.1543405 | -0.5670594 | 0.3123652 | 0.1418018 | -0.1817070 | -0.3281560 | 0.0735805 | 0.0078559 | -0.3530949 | -0.1723659 | -0.0197387 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 10 | -0.1953909 | -0.7363295 | 0.1904492 | 0.1154553 | -0.1027986 | -0.2310866 | 0.0647546 | -0.0056025 | -0.3172091 | -0.1387267 | -0.0219627 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 15 | -0.2082535 | -0.7959932 | 0.1472874 | 0.0994818 | -0.0881383 | -0.1846653 | 0.0530729 | -0.0201370 | -0.2851656 | -0.1175980 | -0.0189046 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 20 | -0.2147609 | -0.8312394 | 0.1122215 | 0.0856236 | -0.0792512 | -0.1483714 | 0.0456158 | -0.0327367 | -0.2554577 | -0.0998054 | -0.0136225 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC1 | 25 | -0.2175088 | -0.8483340 | 0.0809094 | 0.0733780 | -0.0636456 | -0.1218489 | 0.0386120 | -0.0418323 | -0.2313718 | -0.0797887 | -0.0152905 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC2 | 0 | 0.0001390 | 0.0005560 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 1 | -0.0684579 | -0.2024077 | 0.3311970 | 0.1543199 | -0.1970948 | -0.3558564 | 0.0795181 | 0.0207886 | -0.3668082 | -0.2032249 | -0.0225188 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 5 | -0.1543300 | -0.5670574 | 0.3124124 | 0.1418418 | -0.1817070 | -0.3283592 | 0.0737597 | 0.0086689 | -0.3531863 | -0.1723659 | -0.0197387 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 10 | -0.1953842 | -0.7363469 | 0.1905261 | 0.1154995 | -0.1029376 | -0.2313742 | 0.0648702 | -0.0047634 | -0.3173196 | -0.1387267 | -0.0219627 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 15 | -0.2081788 | -0.7960201 | 0.1474194 | 0.0995295 | -0.0891576 | -0.1848983 | 0.0531185 | -0.0192782 | -0.2852956 | -0.1175980 | -0.0186266 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 20 | -0.2149586 | -0.8312470 | 0.1124061 | 0.0856746 | -0.0793902 | -0.1485697 | 0.0457667 | -0.0318625 | -0.2556085 | -0.1003614 | -0.0139005 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC2 | 25 | -0.2175650 | -0.8483354 | 0.0811296 | 0.0734326 | -0.0644333 | -0.1220784 | 0.0389759 | -0.0409470 | -0.2315310 | -0.0797887 | -0.0155685 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC3 | 0 | 0.0001391 | 0.0005565 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 1 | -0.0760861 | -0.1971472 | 0.3480802 | 0.1696530 | -0.2526294 | -0.4059207 | 0.0579654 | 0.0503790 | -0.4152419 | -0.2498609 | -0.0269894 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 5 | -0.1637871 | -0.5653370 | 0.3307987 | 0.1572672 | -0.2291412 | -0.3766401 | 0.0535213 | 0.0381693 | -0.4014873 | -0.2223150 | -0.0247635 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 10 | -0.2029726 | -0.7368988 | 0.2091550 | 0.1311855 | -0.1399648 | -0.2752244 | 0.0459349 | 0.0253860 | -0.3669193 | -0.1836394 | -0.0225376 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 15 | -0.2161070 | -0.7994759 | 0.1654456 | 0.1153486 | -0.1215637 | -0.2283114 | 0.0401566 | 0.0112363 | -0.3356846 | -0.1588759 | -0.0214246 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 20 | -0.2258270 | -0.8420840 | 0.1311212 | 0.1015474 | -0.1042710 | -0.1877193 | 0.0315577 | -0.0023200 | -0.3033592 | -0.1432944 | -0.0194769 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC3 | 25 | -0.2306413 | -0.8648770 | 0.1030222 | 0.0892233 | -0.0907624 | -0.1594283 | 0.0269944 | -0.0127450 | -0.2770152 | -0.1252087 | -0.0217028 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC4 | 0 | 0.0001389 | 0.0005554 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 1 | -0.0723189 | -0.1929650 | 0.3531475 | 0.1741700 | -0.2558826 | -0.4146182 | 0.0659174 | 0.0203005 | -0.4322710 | -0.2446543 | -0.0258262 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 5 | -0.1598009 | -0.5599661 | 0.3382798 | 0.1612514 | -0.2377812 | -0.3831970 | 0.0598972 | 0.0076148 | -0.4170693 | -0.2171619 | -0.0233269 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 10 | -0.2000660 | -0.7348097 | 0.2128403 | 0.1331018 | -0.1437841 | -0.2769866 | 0.0519064 | -0.0052353 | -0.3816313 | -0.1755068 | -0.0230492 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 15 | -0.2132778 | -0.8000275 | 0.1710927 | 0.1157582 | -0.1243081 | -0.2282443 | 0.0433724 | -0.0195083 | -0.3498251 | -0.1502360 | -0.0186059 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 20 | -0.2231090 | -0.8452116 | 0.1331713 | 0.1016229 | -0.1031102 | -0.1854587 | 0.0374339 | -0.0335873 | -0.3154190 | -0.1324632 | -0.0163843 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC4 | 25 | -0.2294333 | -0.8739396 | 0.1031180 | 0.0875589 | -0.0893317 | -0.1518327 | 0.0303009 | -0.0455085 | -0.2844451 | -0.1144127 | -0.0169397 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC5 | 0 | 0.0001386 | 0.0005543 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 1 | -0.1140156 | -0.1754097 | 0.3979023 | 0.2498350 | -0.4774667 | -0.6527047 | -0.0218851 | -0.0293584 | -0.6858998 | -0.4922395 | -0.0382483 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 5 | -0.1950018 | -0.5212380 | 0.3954483 | 0.2392904 | -0.4723854 | -0.6255580 | -0.0178205 | -0.0388390 | -0.6837607 | -0.4645233 | -0.0335366 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 10 | -0.2304375 | -0.7124180 | 0.2725006 | 0.2083508 | -0.3490484 | -0.4835877 | -0.0098631 | -0.0469976 | -0.6536473 | -0.3813747 | -0.0363082 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 15 | -0.2452381 | -0.7918005 | 0.2416283 | 0.1927770 | -0.3320030 | -0.4286273 | -0.0044917 | -0.0578288 | -0.6260307 | -0.3506098 | -0.0313193 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 20 | -0.2555152 | -0.8472060 | 0.2129251 | 0.1779723 | -0.3117517 | -0.3814378 | -0.0078671 | -0.0686612 | -0.5947743 | -0.3245565 | -0.0282705 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC5 | 25 | -0.2619642 | -0.8858091 | 0.1901029 | 0.1647261 | -0.2797210 | -0.3405740 | -0.0075228 | -0.0794754 | -0.5628251 | -0.2968404 | -0.0299335 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC6 | 0 | 0.0001383 | 0.0005531 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 1 | -0.1181531 | -0.1684729 | 0.3563157 | 0.2920994 | -0.8915330 | -0.9560680 | -0.8187550 | 0.0944581 | -0.9648728 | -0.5409292 | -0.0553097 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 5 | -0.1978040 | -0.5046849 | 0.3544450 | 0.2867541 | -0.8888320 | -0.9404596 | -0.8196299 | 0.0883731 | -0.9697802 | -0.5284845 | -0.0448009 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 10 | -0.2345349 | -0.6998998 | 0.2400458 | 0.2603775 | -0.8841584 | -0.7712683 | -0.7480133 | 0.0888188 | -0.9511753 | -0.4681969 | -0.0304204 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 15 | -0.2476366 | -0.7838575 | 0.2083162 | 0.2512755 | -0.8786735 | -0.7234029 | -0.7356638 | 0.0877119 | -0.9376988 | -0.4466261 | -0.0113385 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 20 | -0.2583001 | -0.8427388 | 0.1867246 | 0.2434431 | -0.8668049 | -0.6863474 | -0.7211766 | 0.0876700 | -0.9247464 | -0.4355642 | 0.0016593 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| FIC6 | 25 | -0.2612587 | -0.8842663 | 0.1611120 | 0.2363556 | -0.8562177 | -0.6554806 | -0.7077234 | 0.0883830 | -0.9128477 | -0.4131637 | 0.0160398 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |
| HCTA | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 1 | 0.1213161 | 0.5083476 | 0.2869159 | 0.0602502 | -0.0211111 | -0.1726298 | 0.1385802 | 0.1493756 | -0.1210246 | -0.0666667 | -0.0166667 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 5 | 0.0112640 | 0.0693660 | 0.2578214 | 0.0590233 | -0.0413889 | -0.1627978 | 0.1211545 | 0.1397433 | -0.1149267 | -0.0583333 | -0.0250000 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 6 | -0.0306547 | -0.1318904 | 0.2568081 | 0.0509384 | -0.0438889 | -0.1594531 | 0.1158270 | 0.1366291 | -0.1107526 | -0.0416667 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 10 | -0.0977156 | -0.3765096 | 0.2262032 | 0.0356471 | -0.0516667 | -0.1393769 | 0.0975697 | 0.1232707 | -0.0929708 | -0.0333333 | -0.0166667 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 15 | -0.0900550 | -0.3650244 | 0.1952916 | 0.0298046 | -0.0550000 | -0.1269323 | 0.0704838 | 0.1120763 | -0.0831414 | -0.0333333 | 0.0083333 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 20 | -0.0736142 | -0.3094767 | 0.1698406 | 0.0316864 | -0.0683333 | -0.1174145 | 0.0552825 | 0.1022396 | -0.0769035 | -0.0250000 | 0.0083333 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 25 | -0.0670233 | -0.2811895 | 0.1530348 | 0.0297632 | -0.0591667 | -0.1129543 | 0.0723353 | 0.0940051 | -0.0728019 | -0.0083333 | -0.0083333 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HCTA | 30 | -0.0499714 | -0.2029362 | 0.1370071 | 0.0113840 | -0.0405556 | -0.1070455 | 0.0464609 | 0.0869492 | -0.0712258 | 0.0000000 | -0.0083333 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HERB | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 1 | -0.0003917 | -0.0061061 | 0.0153010 | 0.0088314 | -0.0014306 | -0.0171467 | 0.0045436 | 0.0032526 | 0.0002204 | -0.0042918 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 5 | -0.0040129 | -0.0198585 | 0.0147494 | 0.0080988 | 0.0015021 | -0.0168771 | 0.0047852 | 0.0164111 | -0.0005368 | -0.0042918 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 6 | -0.0043719 | -0.0253832 | 0.0089068 | 0.0078955 | 0.0000000 | -0.0160245 | 0.0045901 | 0.0183435 | 0.0001998 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 10 | -0.0066663 | -0.0371506 | 0.0120178 | 0.0061934 | -0.0046495 | -0.0134370 | 0.0034474 | 0.0288223 | 0.0002819 | 0.0000000 | 0.0042918 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 15 | -0.0080299 | -0.0412943 | 0.0148514 | 0.0048830 | -0.0096567 | -0.0088318 | 0.0044136 | 0.0387290 | 0.0002380 | -0.0042918 | 0.0085837 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 20 | -0.0102823 | -0.0363932 | 0.0145305 | 0.0038475 | -0.0025036 | -0.0066142 | 0.0066800 | 0.0454253 | 0.0002328 | -0.0085837 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 25 | -0.0022558 | -0.0294526 | 0.0137694 | 0.0032619 | -0.0261087 | -0.0063038 | 0.0001854 | 0.0494970 | 0.0001418 | 0.0000000 | 0.0171674 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| HERB | 30 | -0.0068206 | -0.0222799 | 0.0086017 | 0.0035810 | -0.0132332 | -0.0052210 | 0.0035616 | 0.0519059 | 0.0001276 | -0.0128755 | 0.0042918 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| MRCC | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 1 | -0.0396181 | -0.0893412 | -0.0105178 | 0.0076996 | -0.8142057 | -0.8742181 | -0.7702250 | -0.0785675 | -0.8995654 | -0.0048019 | -0.0720288 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 5 | -0.1084555 | -0.3787455 | -0.0366948 | 0.0037470 | -0.7934774 | -0.8518215 | -0.7469100 | -0.0750400 | -0.9042723 | -0.0012005 | -0.0576230 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 6 | -0.1255242 | -0.4496282 | -0.0472803 | 0.0027535 | -0.7847539 | -0.8448183 | -0.7402673 | -0.0739923 | -0.9035691 | 0.0000000 | -0.0552221 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 10 | -0.1651816 | -0.6283970 | -0.0834690 | -0.0011171 | -0.7681473 | -0.8170415 | -0.7162442 | -0.0705848 | -0.9009060 | 0.0024010 | -0.0336134 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 15 | -0.1923686 | -0.7556925 | -0.1227633 | -0.0101805 | -0.7382953 | -0.7829435 | -0.6937636 | -0.0670272 | -0.8936293 | 0.0156062 | -0.0192077 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 20 | -0.2009494 | -0.8064715 | -0.1617876 | -0.0201350 | -0.7167267 | -0.7494255 | -0.6682420 | -0.0627558 | -0.8840770 | 0.0264106 | -0.0036014 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 25 | -0.2029928 | -0.8290390 | -0.1888505 | -0.0333523 | -0.7045218 | -0.7168471 | -0.6443114 | -0.0582518 | -0.8723295 | 0.0336134 | 0.0168067 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCC | 30 | -0.2013437 | -0.8420510 | -0.2114536 | -0.0425554 | -0.6869148 | -0.6831563 | -0.6226989 | -0.0535367 | -0.8586413 | 0.0432173 | 0.0360144 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCT | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 1 | -0.0116426 | -0.0346675 | -0.0133791 | -0.0016524 | -0.0455581 | -0.1783870 | 0.1115163 | 0.2250747 | -0.1608905 | -0.0011390 | -0.0091116 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 5 | -0.0752445 | -0.2652544 | -0.0875024 | -0.0197783 | -0.0405467 | -0.1500303 | 0.1025493 | 0.2177228 | -0.1344340 | -0.0056948 | -0.0102506 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 6 | -0.0864318 | -0.3166278 | -0.1068396 | -0.0222656 | -0.0394837 | -0.1422965 | 0.0928641 | 0.2152868 | -0.1257932 | 0.0000000 | -0.0068337 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 10 | -0.1111462 | -0.4103675 | -0.1647531 | -0.0342173 | -0.0370159 | -0.1211937 | 0.0866012 | 0.2093917 | -0.1052590 | 0.0045558 | -0.0045558 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 15 | -0.1283832 | -0.4644614 | -0.2247019 | -0.0490712 | -0.0252468 | -0.1000178 | 0.0773340 | 0.2026486 | -0.0828315 | 0.0079727 | -0.0079727 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 20 | -0.1240701 | -0.4476893 | -0.2678450 | -0.0622586 | -0.0279043 | -0.0842076 | 0.0698426 | 0.1977129 | -0.0661402 | 0.0170843 | -0.0034169 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 25 | -0.1131529 | -0.4056669 | -0.3037697 | -0.0708627 | -0.0229689 | -0.0721845 | 0.0655276 | 0.1936926 | -0.0524689 | 0.0261959 | -0.0022779 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MRCT | 30 | -0.0994796 | -0.3532521 | -0.3303708 | -0.0765570 | -0.0231587 | -0.0628581 | 0.0638643 | 0.1908919 | -0.0433200 | 0.0341686 | -0.0022779 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MTTH | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 1 | -0.0072791 | -0.0276036 | 0.0157417 | 0.0100831 | -0.0235045 | -0.0929693 | 0.0459586 | 0.0690716 | -0.0641935 | -0.0077305 | -0.0038653 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 5 | -0.0324750 | -0.1252753 | -0.0000163 | 0.0053146 | -0.0287318 | -0.0864526 | 0.0422843 | 0.0775788 | -0.0579047 | -0.0077305 | -0.0022087 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 6 | -0.0438711 | -0.1722452 | -0.0091416 | 0.0039391 | -0.0267348 | -0.0822140 | 0.0415917 | 0.0775414 | -0.0535968 | -0.0055218 | -0.0016565 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 10 | -0.0583181 | -0.2284544 | -0.0273413 | 0.0007039 | -0.0231640 | -0.0728500 | 0.0434607 | 0.0806421 | -0.0459119 | -0.0066262 | 0.0011044 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 15 | -0.0698388 | -0.2674703 | -0.0428955 | -0.0058109 | -0.0243236 | -0.0633105 | 0.0376259 | 0.0842005 | -0.0372587 | -0.0077305 | 0.0016565 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 20 | -0.0704130 | -0.2604145 | -0.0599898 | -0.0079852 | -0.0192619 | -0.0563371 | 0.0377785 | 0.0874259 | -0.0315180 | -0.0121480 | -0.0011044 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 25 | -0.0620311 | -0.2346485 | -0.0706614 | -0.0107151 | -0.0252807 | -0.0514765 | 0.0380686 | 0.0901032 | -0.0272484 | -0.0071784 | 0.0044174 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTTH | 30 | -0.0555104 | -0.2063130 | -0.0815285 | -0.0102070 | -0.0170072 | -0.0472942 | 0.0367971 | 0.0923152 | -0.0241662 | -0.0038653 | -0.0016565 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTUR | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 1 | -0.0157586 | -0.0533131 | 0.0074796 | 0.0100487 | -0.1398161 | -0.2845968 | 0.1256229 | 0.1503435 | -0.2492927 | -0.0096552 | -0.0101149 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 5 | -0.0755861 | -0.2891363 | -0.0265577 | -0.0007942 | -0.1427356 | -0.2603956 | 0.1193210 | 0.1484579 | -0.2378262 | -0.0082759 | -0.0041379 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 6 | -0.0897409 | -0.3450429 | -0.0414597 | -0.0047254 | -0.1415326 | -0.2527665 | 0.1193891 | 0.1473965 | -0.2323636 | -0.0050575 | -0.0041379 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 10 | -0.1186883 | -0.4486874 | -0.0772404 | -0.0131921 | -0.1391801 | -0.2318743 | 0.1155495 | 0.1467676 | -0.2210408 | -0.0124138 | -0.0004598 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 15 | -0.1373396 | -0.5144282 | -0.1166490 | -0.0248153 | -0.1215172 | -0.2048240 | 0.1117586 | 0.1452509 | -0.2032010 | -0.0087356 | -0.0013793 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 20 | -0.1420954 | -0.5170399 | -0.1502074 | -0.0375486 | -0.1170038 | -0.1824220 | 0.1085070 | 0.1443010 | -0.1869675 | -0.0096552 | -0.0041379 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 25 | -0.1349129 | -0.4900431 | -0.1790858 | -0.0454705 | -0.1130421 | -0.1628720 | 0.1053317 | 0.1432711 | -0.1718786 | -0.0045977 | 0.0004598 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| MTUR | 30 | -0.1278058 | -0.4528634 | -0.1979277 | -0.0533023 | -0.0978314 | -0.1459631 | 0.1027132 | 0.1421175 | -0.1579043 | -0.0004598 | -0.0045977 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| REVA | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 1 | -0.0005213 | -0.0011200 | -0.0013666 | -0.0009654 | 0.0000000 | -0.0555556 | 0.0146352 | 0.0016192 | 0.0029983 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 5 | -0.0028725 | -0.0061864 | -0.0075079 | -0.0053036 | 0.0000000 | -0.0416667 | -0.0159774 | 0.0033019 | 0.0046831 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 6 | -0.0033374 | -0.0072021 | -0.0087025 | -0.0061474 | 0.0000000 | -0.0416667 | -0.0161790 | 0.0045214 | 0.0068113 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 10 | -0.0049415 | -0.0067211 | -0.0199224 | -0.0130449 | 0.0000000 | -0.0694444 | -0.0129059 | 0.0123687 | 0.0188091 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 15 | -0.0020483 | 0.0110070 | -0.0307005 | -0.0192003 | -0.5000000 | 0.0277778 | 0.0096249 | 0.0287141 | 0.0345983 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 20 | -0.0080214 | -0.0049711 | -0.0439427 | -0.0271146 | -0.5000000 | -0.0555556 | 0.0162671 | 0.0441625 | 0.0657341 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 25 | 0.1110874 | -0.0215354 | -0.0557636 | -0.0341152 | -0.5000000 | -0.0416667 | 0.0087949 | 0.0541871 | 0.0886897 | 0.5000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| REVA | 30 | 0.1061462 | -0.0354083 | -0.0654449 | -0.0400069 | -0.5000000 | 0.0000000 | 0.0087825 | 0.0666683 | 0.1179804 | 0.5000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| RMGP | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 1 | 0.0419343 | 0.1632128 | 0.0319474 | 0.0105049 | -0.0067421 | -0.0247276 | 0.0130328 | 0.0203282 | -0.0219923 | -0.0051260 | -0.0008543 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 5 | 0.0111003 | 0.0411711 | 0.0160410 | 0.0053660 | -0.0077602 | -0.0153158 | 0.0078791 | 0.0167066 | -0.0120816 | -0.0017087 | -0.0004272 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 6 | 0.0030812 | 0.0075832 | 0.0123737 | 0.0051686 | -0.0089349 | -0.0141754 | 0.0071668 | 0.0163404 | -0.0107471 | -0.0004272 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 10 | -0.0109470 | -0.0513373 | 0.0108229 | 0.0041320 | -0.0063150 | -0.0116235 | 0.0073635 | 0.0157363 | -0.0090626 | 0.0021358 | 0.0012815 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 15 | -0.0214079 | -0.0888566 | 0.0102617 | 0.0027980 | -0.0057098 | -0.0098079 | 0.0062593 | 0.0152826 | -0.0077628 | -0.0004272 | 0.0008543 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 20 | -0.0241850 | -0.0960581 | 0.0070550 | 0.0035896 | -0.0037164 | -0.0095477 | 0.0071415 | 0.0151198 | -0.0072155 | -0.0025630 | -0.0017087 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 25 | -0.0162642 | -0.0690096 | 0.0087290 | 0.0030984 | -0.0059590 | -0.0086357 | 0.0084709 | 0.0149907 | -0.0067899 | -0.0004272 | 0.0012815 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMGP | 30 | -0.0138585 | -0.0582663 | 0.0089655 | 0.0028322 | -0.0054250 | -0.0075471 | 0.0061892 | 0.0147902 | -0.0059884 | -0.0012815 | 0.0012815 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMMA | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 1 | -0.0194289 | -0.0527463 | -0.0079402 | 0.0005231 | -0.1645037 | -0.3284769 | 0.1220940 | 0.1566943 | -0.3219504 | -0.0002897 | -0.0252028 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 5 | -0.0916854 | -0.3293073 | -0.0341309 | -0.0113625 | -0.1580340 | -0.3017195 | 0.1107769 | 0.1482693 | -0.3093565 | -0.0034762 | -0.0225956 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 6 | -0.1086528 | -0.3914466 | -0.0438670 | -0.0141958 | -0.1582754 | -0.2945271 | 0.1103257 | 0.1458869 | -0.3045309 | -0.0060834 | -0.0228853 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 10 | -0.1477418 | -0.5405457 | -0.0762791 | -0.0249290 | -0.1476439 | -0.2671003 | 0.1034455 | 0.1364074 | -0.2871827 | -0.0081112 | -0.0173812 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 15 | -0.1780895 | -0.6409567 | -0.1076957 | -0.0386666 | -0.1282155 | -0.2335426 | 0.0924841 | 0.1239890 | -0.2617116 | -0.0127462 | -0.0199884 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 20 | -0.1876868 | -0.6678862 | -0.1387407 | -0.0509952 | -0.1124855 | -0.2041380 | 0.0833570 | 0.1123124 | -0.2367143 | -0.0130359 | -0.0188297 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 25 | -0.1888770 | -0.6637744 | -0.1599128 | -0.0610267 | -0.0978611 | -0.1794407 | 0.0789378 | 0.1017707 | -0.2130578 | -0.0115875 | -0.0191194 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RMMA | 30 | -0.1852883 | -0.6360053 | -0.1752985 | -0.0695164 | -0.0759753 | -0.1578413 | 0.0718512 | 0.0926082 | -0.1913775 | -0.0118772 | -0.0237543 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RXAI | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 1 | -0.0540297 | -0.1856535 | 0.2911679 | 0.1191869 | -0.1072879 | -0.2781554 | 0.0538500 | -0.0185305 | -0.3008359 | -0.1337969 | -0.0158554 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 5 | -0.1405227 | -0.5473330 | 0.2653824 | 0.1056874 | -0.0980065 | -0.2502706 | 0.0413476 | -0.0308243 | -0.2845008 | -0.1090403 | -0.0114047 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 6 | -0.1544908 | -0.6023693 | 0.2480823 | 0.1020695 | -0.0822578 | -0.2371109 | 0.0389704 | -0.0339903 | -0.2776368 | -0.1034771 | -0.0141864 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 10 | -0.1769119 | -0.6962331 | 0.1441918 | 0.0828832 | -0.0308762 | -0.1674841 | 0.0267311 | -0.0451727 | -0.2484235 | -0.0826147 | -0.0116829 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 15 | -0.1900467 | -0.7522118 | 0.0907690 | 0.0651820 | -0.0173296 | -0.1210103 | 0.0161445 | -0.0612787 | -0.2127630 | -0.0620306 | -0.0111266 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 20 | -0.1966317 | -0.7858144 | 0.0423084 | 0.0513044 | -0.0106861 | -0.0860634 | 0.0054358 | -0.0738285 | -0.1815950 | -0.0439499 | -0.0080668 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 25 | -0.1994539 | -0.8030495 | 0.0095379 | 0.0400044 | -0.0052248 | -0.0628554 | 0.0010532 | -0.0811004 | -0.1576333 | -0.0305981 | -0.0041725 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXAI | 30 | -0.1997779 | -0.8058844 | -0.0139024 | 0.0326421 | 0.0010802 | -0.0476054 | -0.0063718 | -0.0844284 | -0.1389385 | -0.0219750 | -0.0038943 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXGF | 0 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 1 | -0.0539020 | -0.1898453 | 0.2782298 | 0.1123313 | -0.0891590 | -0.2567247 | 0.0556241 | -0.0128471 | -0.2749597 | -0.1230897 | -0.0150042 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 5 | -0.1406186 | -0.5487578 | 0.2521770 | 0.0993702 | -0.0824210 | -0.2311505 | 0.0435575 | -0.0245478 | -0.2599947 | -0.1016949 | -0.0113921 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 6 | -0.1540563 | -0.6032054 | 0.2350976 | 0.0953436 | -0.0683847 | -0.2183665 | 0.0413796 | -0.0277158 | -0.2531314 | -0.0953043 | -0.0130592 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 10 | -0.1762134 | -0.6957128 | 0.1340933 | 0.0767163 | -0.0203807 | -0.1520127 | 0.0304776 | -0.0391159 | -0.2238001 | -0.0741873 | -0.0116699 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 15 | -0.1873436 | -0.7473050 | 0.0795581 | 0.0598924 | -0.0098361 | -0.1077076 | 0.0176264 | -0.0544400 | -0.1897056 | -0.0505696 | -0.0113921 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 20 | -0.1932866 | -0.7711875 | 0.0369442 | 0.0463880 | -0.0004214 | -0.0773002 | 0.0106092 | -0.0651772 | -0.1627144 | -0.0369547 | -0.0113921 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 25 | -0.1942372 | -0.7833740 | 0.0049205 | 0.0375449 | -0.0021163 | -0.0571093 | 0.0050161 | -0.0710507 | -0.1417288 | -0.0269519 | -0.0041678 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
| RXGF | 30 | -0.1939635 | -0.7839926 | -0.0163974 | 0.0314784 | 0.0074002 | -0.0431611 | 0.0006797 | -0.0736281 | -0.1251488 | -0.0169492 | -0.0063907 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
\(~\) \(~\)
\(~\) \(~\)
Next, we extract effects at the correct time-step post-treatment (5 years)
| MgmtID | rel.time | rf.weighted | rf.Standing_Snag_ge3 | rf.Surface_Shrub | rf.Surface_Herb | rf.Structure_Class | rf.Total_Cover | rf.Stratum_1_DBH | rf.QMD | rf.BA | rf.Suit_Surface_Shrub | rf.Suit_Structure_Class | rf.Standing_Snag_ge3.wt | rf.Suit_Surface_Shrub.wt | rf.Surface_Herb.wt | rf.Suit_Structure_Class.wt | treatment_type | disturbance |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BASE | 5 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | NA | NA |
| CMCC | 5 | -0.1239001 | -0.4006522 | -0.0520345 | 0.0620410 | -0.7138530 | -0.8239598 | -0.5984107 | 0.4321872 | -0.8636683 | -0.0591398 | -0.0978495 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_CC_NONE_NONE | Complex Mechanical Removal - Clearcut |
| CMUR | 5 | -0.0940030 | -0.3356441 | -0.0288028 | -0.0076521 | -0.2639741 | -0.3936146 | 0.0571443 | 0.2540644 | -0.3920051 | -0.0020266 | -0.0306891 | 0.25 | 0.25 | 0.25 | 0.25 | CMR_URC_NONE_NONE | Complex Mechanical Removal - Urban Clearing |
| HCTA | 5 | 0.0112640 | 0.0693660 | 0.2578214 | 0.0590233 | -0.0413889 | -0.1627978 | 0.1211545 | 0.1397433 | -0.1149267 | -0.0583333 | -0.0250000 | 0.25 | 0.25 | 0.25 | 0.25 | HCD_TA_NONE_NONE | Herbicides - Targeted |
| HERB | 5 | -0.0040129 | -0.0198585 | 0.0147494 | 0.0080988 | 0.0015021 | -0.0168771 | 0.0047852 | 0.0164111 | -0.0005368 | -0.0042918 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | HRB_HRB_NONE_NONE | Herbivory - Herbivory |
| MRCC | 5 | -0.1084555 | -0.3787455 | -0.0366948 | 0.0037470 | -0.7934774 | -0.8518215 | -0.7469100 | -0.0750400 | -0.9042723 | -0.0012005 | -0.0576230 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CC_NONE_NONE | Mechanical Removal - Clearcut |
| MRCT | 5 | -0.0752445 | -0.2652544 | -0.0875024 | -0.0197783 | -0.0405467 | -0.1500303 | 0.1025493 | 0.2177228 | -0.1344340 | -0.0056948 | -0.0102506 | 0.25 | 0.25 | 0.25 | 0.25 | MRM_CT_NONE_NONE | Mechanical Removal - Commercial Thinning |
| MTTH | 5 | -0.0324750 | -0.1252753 | -0.0000163 | 0.0053146 | -0.0287318 | -0.0864526 | 0.0422843 | 0.0775788 | -0.0579047 | -0.0077305 | -0.0022087 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_TH_NONE_NONE | Manual - Thinning |
| MTUR | 5 | -0.0755861 | -0.2891363 | -0.0265577 | -0.0007942 | -0.1427356 | -0.2603956 | 0.1193210 | 0.1484579 | -0.2378262 | -0.0082759 | -0.0041379 | 0.25 | 0.25 | 0.25 | 0.25 | MTH_URC_NONE_NONE | Manual - Urban Clearing |
| REVA | 5 | -0.0028725 | -0.0061864 | -0.0075079 | -0.0053036 | 0.0000000 | -0.0416667 | -0.0159774 | 0.0033019 | 0.0046831 | 0.0000000 | 0.0000000 | 0.25 | 0.25 | 0.25 | 0.25 | REV_A_NONE_NONE | Revegetation - Revegetation |
| RMGP | 5 | 0.0111003 | 0.0411711 | 0.0160410 | 0.0053660 | -0.0077602 | -0.0153158 | 0.0078791 | 0.0167066 | -0.0120816 | -0.0017087 | -0.0004272 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_GMP_NONE_NONE | Mechanical Rearrangement - Grapple Pile |
| RMMA | 5 | -0.0916854 | -0.3293073 | -0.0341309 | -0.0113625 | -0.1580340 | -0.3017195 | 0.1107769 | 0.1482693 | -0.3093565 | -0.0034762 | -0.0225956 | 0.25 | 0.25 | 0.25 | 0.25 | RGM_MASL_NONE_NONE | Mechanical Rearrangement - Mastication |
| RXAI | 5 | -0.1405227 | -0.5473330 | 0.2653824 | 0.1056874 | -0.0980065 | -0.2502706 | 0.0413476 | -0.0308243 | -0.2845008 | -0.1090403 | -0.0114047 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_AI_NONE_NONE | Rx Fire - Rx Fire - Aerial |
| RXGF | 5 | -0.1406186 | -0.5487578 | 0.2521770 | 0.0993702 | -0.0824210 | -0.2311505 | 0.0435575 | -0.0245478 | -0.2599947 | -0.1016949 | -0.0113921 | 0.25 | 0.25 | 0.25 | 0.25 | RXF_GFL_NONE_NONE | Rx Fire - Rx Fire - Ground |
\(~\) \(~\)
And we extract at year = 10 post-disturbance for wildfire effects
| MgmtID | rel.time | rf.weighted | rf.Standing_Snag_ge3 | rf.Surface_Shrub | rf.Surface_Herb | rf.Structure_Class | rf.Total_Cover | rf.Stratum_1_DBH | rf.QMD | rf.BA | rf.Suit_Surface_Shrub | rf.Suit_Structure_Class | rf.Standing_Snag_ge3.wt | rf.Suit_Surface_Shrub.wt | rf.Surface_Herb.wt | rf.Suit_Structure_Class.wt | treatment_type | disturbance |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FIC1 | 10 | -0.1953909 | -0.7363295 | 0.1904492 | 0.1154553 | -0.1027986 | -0.2310866 | 0.0647546 | -0.0056025 | -0.3172091 | -0.1387267 | -0.0219627 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 0-2 ft flame lengths |
| FIC2 | 10 | -0.1953842 | -0.7363469 | 0.1905261 | 0.1154995 | -0.1029376 | -0.2313742 | 0.0648702 | -0.0047634 | -0.3173196 | -0.1387267 | -0.0219627 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 2-4 ft flame lengths |
| FIC3 | 10 | -0.2029726 | -0.7368988 | 0.2091550 | 0.1311855 | -0.1399648 | -0.2752244 | 0.0459349 | 0.0253860 | -0.3669193 | -0.1836394 | -0.0225376 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 4-6 ft flame lengths |
| FIC4 | 10 | -0.2000660 | -0.7348097 | 0.2128403 | 0.1331018 | -0.1437841 | -0.2769866 | 0.0519064 | -0.0052353 | -0.3816313 | -0.1755068 | -0.0230492 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 6-8 ft flame lengths |
| FIC5 | 10 | -0.2304375 | -0.7124180 | 0.2725006 | 0.2083508 | -0.3490484 | -0.4835877 | -0.0098631 | -0.0469976 | -0.6536473 | -0.3813747 | -0.0363082 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - 8-12 ft flame lengths |
| FIC6 | 10 | -0.2345349 | -0.6998998 | 0.2400458 | 0.2603775 | -0.8841584 | -0.7712683 | -0.7480133 | 0.0888188 | -0.9511753 | -0.4681969 | -0.0304204 | 0.25 | 0.25 | 0.25 | 0.25 | NA | Wildfire - >12 ft flame lengths |