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Full text of "High-extraction coal mining in Illinois : effects on crop production, 1985-1987"

622.209773 
IL6msr 
no. 4 




S«-cu>«-M 



High-Extraction Coal Mining in Illinois: 
Effects on Crop Production, 1985-1987 




by 

R. G. Darmody, I. J. Jansen, S. G. Carmer, J. S. Steiner 

University of Illinois 



Illinois Mine Subsidence Research Program 



cooperating agencies 

ILLINOIS STATE GEOLOGICAL SURVEY 

Illinois Department of Energy and Natural Resources 

BUREAU OF MINES 

United States Department of the Interior 



UBKAK 

3 22 1988 
"I STATE fiEOtOfilCAL SURV 




LIBRARY. 



The Illinois Mine Subsidence Research Program (IMSRP) was estab- 
lished in 1985 to investigate methods and develop guidelines for under- 
ground mining operations that aim to maximize coal extraction yet pre- 
serve the productivity of prime farmland. The research program was in- 
itiated by the Illinois Coal Association and the Illinois Farm Bureau. 

The Illinois State Geological Survey, a division of the Illinois Department 
of Energy and Natural Resources, is directing the IMSRP. Participating 
research institutions include Southern Illinois University at Carbondale, 
the University of Illinois at Urbana-Champaign, Northern Illinois University, 
and the Illinois State Geological Survey. A five-year Memorandum of 
Agreement, signed by the State of Illinois and the Bureau of Mines, U.S. 
Department of the Interior, ensures collaboration, cooperation, and finan- 
cial support through 1991. Major funding is also provided by the Illinois 
Coal Development Board. 

This publication is one in a series printed and distributed by the Illinois 
State Geological Survey as a service to the IMSRP. The views and con- 
clusions contained in the document are those of the author(s) and should 
not be interpreted as necessarily representing the official policies or recom- 
mendations of the Illinois State Geological Survey. The manuscript has 
been reviewed and approved for publication by selected peer reviewers, 
company representatives, and members of the Illinois Mine Subsidence 
Research Program Technical Committee. 



Darmody, R. G. 

High-extraction coal mining in Illinois: effects on crop 
production, 1985-1987/R. G. Darmody . . . et al. — Cham- 
paign, IL: Illinois State Geological Survey, 1988. 

p.; cm. — (Illinois Mine Subsidence Research Pro- 
gram; 4) 



.LL.NO.SSTATEQEOLOQ.CAL SURVEY 




3 3051 00005 6352 



1. Coal mines and mining — Illinois, 
linois. I. Title. II. Series. 



2. Subsidences — II- 



Printed by the authority of the State of Illinois/1988/1000 



High-Extraction Coal Mining in Illinois: 
Effects on Crop Production, 1985-1987 




by 

R. G. Darmody, I. J. Jansen, S. G. Carmer, J. S. Steiner 

University of Illinois 



Illinois Mine Subsidence Research Program 



Digitized by the Internet Archive 

in 2012 with funding from 

University of Illinois Urbana-Champaign 



http://archive.org/details/highextractionco04darm 



CONTENTS 



ABSTRACT 


1 


INTRODUCTION 


2 


METHODS 

Mine Land Analysis 
Yield Estimates 


3 
3 

7 


RESULTS AND DISCUSSION 

Characterization of the Study Area 

Weather 

Corn Yields 

Subsidence Effects 

Impact of Mining Methods 


8 
8 
11 
13 
15 
22 



11 Crop history in the study areas 

12 Subsidence-induced reduction of corn yield 



14 



CONCLUSIONS AND RECOMMENDATIONS 26 

ACKNOWLEDGMENTS 27 

LITERATURE CITED 27 

APPENDIX A. REMOTE SENSING RAW DATA A1 

APPENDIX B. CORN HARVEST DATA B1 

APPENDIX C. STATISTICAL TABLES C1 



in the study areas 


15 


13 Frequency of SIE by soil slope 


16 


14 Frequency of soil slopes over planned 




subsidence type mines 


18 


15 Frequency of SIE by soil type 


19 


16 Frequency of soil types over planned 




subsidence mining 


19 


17 Sensitivity of the study area soils to SIE 


22 


18 Sensitivity of study area prime 




agricultural soils to SIE 


22 


19 Frequency of SIE by panel orientation 


24 


20 Frequency of panel orientations 


25 


21 Summary of subsidence-affected areas, 




1985, 1986, 1987 


25 


22 Overall reduction of corn yield, 1985, 1986, 




1987 


26 


FIGURES 




1 General locations of the study areas 


4 


2 Areas sensitive to subsidence-induced 




effects 


20 



TABLES 



1 Mines of the study areas 


5 


2 SIE classes as assigned on aerial 




photographs 


6 


3 Land use classes as assigned on aerial 




photographs 


6 


4 Information recorded at each grid point in the 




study areas 


7 


5 Land use in the study areas 


8 


6 Soils in the study areas 


9 


7 Properties of agricultural soils in the 




study areas 


10 


8 Acreages of mine types in the study areas 


11 


9 Precipitation in the study areas 


12 


10 Soil moisture in the study areas 


12 



ABSTRACT 

The impact of coal mine subsidence-induced effects (SIE) on corn 
yields in 1985, 1986, and 1987 in Illinois was investigated. Five 
study areas were selected in three counties in southern Illinois, 
representing longwall (LW) and high-extraction retreat (HER) mines, as 
well as unmined control areas. Study areas were photographed from the 
air in early, mid-, and late growing season in 1985 and early and mid- 
growing season in 1986 and 1987. After the photographs were analyzed, 
areas deemed to have SIE were marked on them. Three classes of SIE 
were established: slight, moderate, and severe. In the fall of each 
year, sites representing all SIE classes, including unaffected control 
areas, were harvested for corn yield sampling. No significant corn 
yield difference was found between the control and slight SIE class in 
any year. Significant yield reductions were noted for the moderate 
class: 52 percent in 1985, 56 percent in 1986, and 22 percent in 1987 
(average of 43 percent). Significant reductions were also found in 
the severe class: 95 percent in 1985, 99 percent in 1986, and 91 
percent in 1987 (average of 95 percent). 

Total acreage (or extent) and intensity of SIE classes were measured. 
There was a significant difference between LW and HER mining methods 
in the total area of associated SIE classes. Over the three years, 
the average total area in the moderate or severe SIE classes was 7.5 
percent for LW mining and 3.3 percent for HER mining. The weighted 
average reduction in yield per acre of land above the mines was 
calculated by multiplying the area of each SIE class by the associated 
reduction in yield. For LW mines, the weighted yield reduction 
averaged over the three years was 4.7 percent. For HER mining, the 
weighted yield reduction averaged over the three years was 1.8 
percent. 

The results for individual years varied with weather. The growing 
season in 1985 was wetter than normal in the study area, and since SIE 
is related to excess soil moisture, the 1985 results represented a 
worse than average year. The 1987 season was unusually dry, and the 
yield reductions were less than in 1985. The 1986 season probably 
represents a "normal" year. The yield reductions that year were close 
to the averages for the three years of the study. The results over 
the three years reflect (along with differences in weather during the 
growing seasons) differences in mine company operations, crop sample 
areas, and overall study areas. Sites were selected by aerial 
photography without regard to mitigation. Mitigation may have 
affected results, but the study of mitigation was outside the scope of 
this research. 



INTRODUCTION 

With the traditional room-and-pillar mining method, the mine structure 
is intended to leave enough coal unmined in pillars to support 
overlying strata and prevent subsidence effects on the surface. Room- 
and-pillar recovers only about half of the coal in the ground and does 
not guarantee that subsidence will not occur. The unplanned subsi- 
dence that may result from this type of mining is difficult to manage 
at the surface because the resultant small closed depressions can form 
at any time after an area is mined. 

In the 1950s (Flowers, 1957), some mine operators began using a 
different mining method called high-extraction retreat (HER). This 
method involved the planned removal of as many of the supporting 
pillars as possible. In the 1970s a widely used European method, 
longwall (LW), was adopted in the United States. This method removes 
all of the coal along a broad front with subsequent subsidence of the 
mined-out area. Longwall and high-extraction retreat remove more coal 
from the mine production area than is possible with the room-and- 
pillar method, while allowing the surface to subside more or less 
uniformly over the mined-out area. With these planned subsidence 
techniques, most of the subsidence takes place within a few weeks, and 
very little settlement occurs after the first few years. Because the 
landscape drops more or less uniformly, surface drainage may be 
disrupted less with high-extraction techniques than with room-and- 
pillar. 

Proponents claim that planned subsidence mining can be undertaken 
without significant effects on the land. The subsidence that occurs 
is usually more easily repaired than unplanned subsidence. But there 
has been some public resistance to planned subsidence mining, perhaps 
partly because of adverse publicity concerning the effects of un- 
planned subsidence over old mines. Research is necessary to 
adequately determine how modern planned subsidence mining techniques 
affect subsequent land use. Regulatory bodies and the public need 
more information to intelligently decide whether to encourage such 
methods as a means to maximize coal extraction and minimize hazards to 
future land use or to discourage these methods because of unacceptable 
effects on land resources. 

Subsidence primarily affects agriculture by altering the natural 
topography of the land surface. Farmability can be impaired by 
alteration of subsurface soil drainage, soil chemistry and structure, 
and surface drainage. Crops can be drowned if surface water stands 
too long in closed depressions that formed as a result of subsidence. 
Both the time of formation and duration of ponding are important to 
crop response. Seasonal patterns of rainfall distribution can greatly 
influence the impact of subsidence and ponding. 

Another factor that can influence the relative importance of subsi- 
dence is soil type. Some soils respond differently to ponding than 
others. Crops also vary in their response to ponding. The most 



important factor, though, is pre-mine topography. If the pre-mine 
topography is such that no closed depressions form, the impact of 
subsidence on crop yield will be less significant. In general, the 
more nearly level the landscape, the more likely that subsidence will 
create closed depressions. 

Mine subsidence has been recognized as a problem for a long time in 
Illinois. Young (1916) recognized the problem over 70 years ago; 
Wascher et al . (1938) noted it as a new problem for agriculture in 
Vermilion County. But only limited research has been done on mine 
subsidence. Hunt (1980) reported on surface subsidence due to coal 
mining in Illinois. His work concerned the geological causes of 
subsidence and did not address the agricultural impacts. DeMaris and 
Bauer (1983), using aerial photographs, reported on the identification 
of subsided areas in central Illinois. McSweeney and Jansen (1984) 
studied the effect of stripmine reclamation methods on crop yields but 
did not consider subsidence effects. 

The effects of mine subsidence on crop yields have not been well 
documented, although some related research has been done. Guither et 
al . (1985) conducted a survey on the economic impact of underground 
mining on Illinois agricultural land. Farmers were queried on 
subsidence and in particular were asked to estimate their dollar loss 
from subsidence. One important conclusion of the study was that a 
research project was needed that measured actual yield losses due to 
subsidence. 

The research reported here was conducted in consideration of the 
importance of agriculture and coal mining to Illinois and the need for 
better understanding of the impact of subsidence on crop production. 
The specific objectives of this study were to i) evaluate the effects 
of planned subsidence on subsequent agricultural suitability of 
affected land, ii) compare the effects of longwall mining with those 
of high-extraction retreat, and iii) estimate and record subsidence- 
induced reduction in corn yield over three growing seasons. 



METHODS 

Mine Land Analysis 

The individual study areas were located in Franklin, Jefferson, and 
Williamson Counties over high-extraction retreat (HER) or longwall 
(LW) mines. Each study area included surrounding unmined areas for 
comparison (Figure 1). Aerial photographs were used in selecting 
study areas. Individual land-survey township sections represented 
sample units. Large bodies of water or non-agricultural land were 
eliminated from the study. Mine boundaries from unpublished mine maps 
were traced onto 7 1/2-minute topographic quadrangle maps; these maps 
and pre-mine aerial photographs served as guidelines for selecting the 
individual study areas. The study areas were square-mile survey 
sections (59 sections in 1985, 69 in 1986, and 82 in 1987). The 




N 



V 



KEY 
Map Symbol Mine Type 



High Extraction Retreat 

Longwall 

Longwall - High Extraction 
Combined 



Figure 1 General locations of the study areas. 



number of study areas was increased each year in response to increased 
research funding levels and expansion of the mines. 

Aerial photographs of the study areas were taken on 4 May, 17 July, 
and 6 September 1985, on 8 April and 16 July 1986, and on 9 April and 
16 July 1987. The spring flights consisted of two sets of 1:12,000 
photographs, one panchromatic and the other black-and-white infrared. 
For the 1985 July flight, color infrared and natural color trans- 
parencies were obtained at the same scale. The 1985 September and 
1986 and 1987 July flights were photographed as natural color trans- 
parencies. All photos were taken with 60 percent endlap and 30 
percent sidelap to give stereo coverage. The spring flights were 
taken to give a view of bare soil under moist field conditions and the 
later flights to show crop response to soil conditions. 

The study areas include all or parts of seven mines in 1985 and nine 
in 1986 and 1987. Some mines combined LW and HER techniques, and 
others used only one of type of mining. The mines are listed 
in Table 1 . 



Table 1 Mines of the study areas 



Name 



Mine type 



County 



Inland 1 High-extraction retreat Jefferson 

Orient 3 High-extraction retreat Jefferson 

Orient 4 High-extraction retreat Williamson 

Orient 6t High-extraction retreat Jefferson 

Old Ben 25 Longwall (HER in places) Franklin 

Old Ben 27 Longwall (HER in places) Franklin 

Old Ben 21 High-extraction retreat Franklin 
(longwall in places) 

Old Ben 24 High-extraction retreat Franklin 
(longwall in places) 

Old Ben 26t High-extraction retreat Franklin 
(longwall in places) 



TNot studied in 1985 



The mines include active longwall panels or high-extraction retreat 
panels and unmined areas, as well as areas with abandoned room-and- 
pillar panels and room-and-pillar entries. To calculate the esti- 
mated area of each mine, only the area within the actual LW or HER 
panels was used. 



Mine maps with the entries, longwall panels, hi 
panels, and room-and-pillar areas identified we 
unpublished mine maps onto drafting film. The 
maps, early season photos, and pre-mine photos 
observed mine subsidence effects were marked on 
infrared photos. Both sets of photographs were 
cally to determine where previous topography wa 
as indicated by increased wetness, relief chang 
dence classes and the factors considered in ass 
in Table 2. 



gh-extraction retreat 
re traced from 
mine maps, topographic 
were compared, and 
the early season 
viewed stereoscopi- 
s altered by subsidence 
es, or both. Subsi- 
igning them are given 



These tonal anomalies and topographic alterations were checked against 
pre-mine photographs to verify that they occurred subsequent to 
mining. The areas were also carefully checked to rule out other 
possible causes, such as natural soil patterns, construction features, 



field boundaries, or land use changes. The three colors marked on the 
photos were related to the three SIE classes; red was severe, orange 
was moderate, and yellow was slight. Areas of suspected subsidence 
features delineated on the spring photos were checked against the same 
areas in the summer photos. Areas marked on the spring photos were 
enlarged or reduced to reflect later observed crop response. Many 
slight SIE areas marked in yellow on the spring photos showed no crop 
response in July. 

Table 2 SIE classes as assigned on aerial photographs 



SIE class 



Evidence 



None No change from pre-mining photography 

Slight Topographic change without dark infrared 

signature (marked yellow on photo) 

Moderate Dark infrared signature (marked orange on photo) 

Severe Ponding or black infrared signature 

(marked red on photo) 



Table 3 Land use classes as assigned on aerial photographs 



Land use class 



Criteria 



Agriculture Row crops, pastures, or orchards 

Forest Closed canopy trees 

Water Ponds, lakes, streams 

Urban/other Parking lots, buildings, lawns, industrial 
sites, roads, railways, recreational land, 
dumps, spoil piles, etc. 



After the photos were edited, a dot-grid sampling technique was used 
to quantify features in the study area. The centers of ten-acre cells 
regularly arranged in a grid pattern on each square mile section 
served as the sample sites. This gave 64 sample sites per square 
mile. The grid was enlarged or reduced to accommodate the various 
scales of the maps and photos used, so each individual grid point 
sampled was the same on all maps and photos of a given section. Land 
use, soils, slopes, and other features were also recorded at each grid 
point. Table 3 gives the criteria used in assigning land use classes 
and Table 4 gives all the categories of information recorded at each 
grid point. The data were recorded and analyzed on a computer. All 



9 


b 


12 


a 


91 


a 


64 


f 


4 


c 


4 


b,c,d 


6 


b 


5 


a,b 


16 


e 


7 


a,e 



the raw data recorded at each grid point are given in Appendix A. The 
64 grid point method was checked against a 100 random point sample 
method. Results confirmed the validity of the 64 dot method (Darmody 
et al., 1988). 

Table 4 Information recorded at each grid point in the study areas 
(Appendix A contains all data collected at each grid point) 

Category Number of classes Sourcet 

Mine name 

Township 

Section 

Grid point 

Land use 

Subsidence effects 

Mining type 

Panel orientation 

Soil type 

Slope 

ta. Available USGS 7 1/2-minute topographic maps. 

b. Unpublished Illinois State Geological Survey mine maps. 

c. Aerial photographs acquired for this study. 

d. Archival aerial photographs of area. 

e. Fehrenbacher and Odell (1959), Wheeler (1913), Norton (1923) 

f. Assigned in this study. 



Yield Estimates 

Corn ( Zea mays L.) was chosen as the indicator crop because it is the 
most important crop in the state and is grown extensively in the 
research area. Sites were selected for corn yield sampling to give 
representative samples for all classes of subsidence-induced effects 
(SIE) over all mines in the study areas. Sites were chosen after 
careful inspection of the aerial photos. A site constituted an 
individual corn field that included a marked SIE area and a control 
area. This approach was adopted to keep as constant as possible such 
farm management variables as corn hybrid, planting date, fertility 
levels, herbicides, and soil types. 

At each site, one corn sample was taken from the affected area and 
one from an adjacent unaffected control area. Some sites had more 
than one pair of samples harvested. This was done in exceptionally 
large fields where soils or management may have differed over the 
field. Sampling was done by conventional agronomic methods (B. L. 
Vasilas, 1985, personal communication). A sample consisted of all of 
the ears on two adjacent 25-foot corn rows. The corn was air-dried, 
shelled, weighed, and analyzed for moisture. Yields were adjusted to 
the conventional 15 percent moisture (B. L. Vasilas, 1985, personal 



communication). The difference between the control and the SIE 
samples at a site served as an estimate of yield reduction for that 
SIE class. All the yield reductions for a SIE class were converted to 
a percentage basis and then averaged to give the final estimate for 
that class. A total of 40 samples at 15 sites in 1985, 83 samples at 
28 sites in 1986, and 79 samples at 31 sites in 1987 were harvested in 
late September and early October of each year. All of the yield 
estimate data are given in Appendix B. Also included in Appendix B 
are the soil fertility and crop quality data for 1987. The reduction 
in yield estimates reflects conditions over the study area for the 
particular sample year. Other costs that might be associated with 
subsidence, such as replanting and differential harvest losses, were 
not considered. 

RESULTS AND DISCUSSION 

Characterization of the Study Area 

Land uses in the total study area are given in Table 5. The land uses 
over the years were similar. The study areas included 37,760 acres in 
1985, 44,160 in 1986, and 52,480 in 1987. The average land use for 
the three years was about 73 percent for agriculture, 19 percent for 
forest, 3 percent for water, and 5 percent for urban/other. 



Table 5 Land use in the study areas 





Area (acres 


) 


Percent of 


total use 


Land use 


1985 


1986 


1987 


1985 


1986 


1987 


Agriculture 
Forest 
Water 
Urban/other 

Total 


27,810 

7,880 

740 

1,330 

37,760 


32,090 
8,230 
1,300 
2,540 

44,160 


37,380 
9,890 
1,790 
3,420 

52,480 


74 

21 

2 

3 

100 


73 

18 

3 

6 

100 


71 

19 

3 

7 

100 



Soils of the study areas are given in Table 6. With a few minor 
exceptions, all of the soils of the study area are rated as prime or 
important for agriculture (USDA, SCS 1983) and prime soils account for 
about 53 percent of the total study area. The soils of the study area 
are representative of the most common soils on the Illinois Till Plain 
in southern Illinois (Fehrenbacher et al . , 1984); therefore, the 
results of the study should be valid for that portion of the state. 

Table 7 gives some properties of the study area soils that would 
influence their sensitivity to subsidence. These properties include 
soil drainage group, susceptibility to flooding or ponding, and 
physiography. Those soils on flood plains or nearly level till 



plains, or in slowly permeable and poorly drained groups would be 
highly sensitive to subsidence. 

Table 6 Soils in the study areast 



Soil 


number 


Slope 


Listed as prime 
or important* 


Extent (acres) 


and 


type 


class 


1985 


1986 


1987 





Water 


_ 


_ 


650 


1110 


1640 


2 


Cisne 


0-1.5 


Prime 


2140 


2630 


3000 


3 


Hoyleton 


0-1.5 


Prime 


320 


610 


610 






1.5-4 


Prime 


640 


990 


1170 






4-7 


Prime 


110 


150 


160 


4 


Richview 


0-1.5 


Prime 


40 


40 


40 






1.5-4 


Prime 


460 


970 


970 






4-7 


Important 


110 


240 


240 






7-12 


Important 


20 


20 


20 


5 


Blair 


4-7 


Important 


40 


20 


60 


8 


Hickory 


10-30 


- 


50 


50 


60 


12 


Wynoose 


0-1.5 


Important 


580 


640 


710 






1.5-4 


Important 


200 


370 


480 






4-7 


Important 


30 


50 


50 






7-12 


Important 


10 


10 


10 


13 


Bluford 


0-1.5 


Prime 


3220 


4040 


4610 






1.5-4 


Prime 


8130 


9300 


11260 






4-7 


Important 


7030 


8480 


10340 






7-12 


- 


2200 


2480 


3220 


14 


Ava 


0-1.5 


Prime 


80 


210 


240 






1.5-4 


Prime 


1790 


1590 


1680 






4-7 


Important 


3010 


2860 


3220 






7-12 


Important 


2510 


2620 


3080 






12-18 


Important 


60 


40 


50 


72 


Sharon 


0-1.5 


Prime 


730 


770 


920 


84 


Okaw 


0-1.5 


Important 


- 


100 


100 






1.5-4 


Important 


30 


30 


30 






4-7 


Important 


80 


80 


80 


108 


Bonnie 


0-1.5 


Prime 


- 


720 


1020 


109 


Racoon 


0-1.5 


Prime 


- 


80 


150 






1.5-4 


Prime 


- 


70 


110 


382 


Belknap 


0-1.5 


Prime 


1270 


1140 


1490 


533 


Disturbed 
/Urban 


0-18 


- 


120 


120 


120 


814 


Hickory-Ava 


1.5-4 


Important 


10 


10 


10 




Complex 


4-7 


Important 


20 


20 


20 






7-12 


Important 


1840 


1310 


1320 






12-18 


Important 


220 


170 


180 






18-30 


- 


10 


10 


10 



tsources: Fehrenbacher and Odell (1959), Wheeler (1913), Norton 

1923). 
+Source: USDA, SCS (1983). 



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Acreages of mining types in the study areas are given in Table 8. 
Longwall mining accounted for 1160 acres or 3.1 percent of the total 
study area in 1985, 1590 acres or 3.6 percent in 1986, and 2,100 acres 
or 4 percent in 1987. High-extraction retreat mining covered 10,210 
acres or 27.1 percent of the total study area in 1985, 15,070 acres or 
34.1 percent in 1986, and 17,070 acres or 32.5 percent in 1987. 

Weather 

Precipitation in the study areas is given in Table 9. Overall, 1985 
was a wet year in the study area with about 2 inches of precipitation 
in excess of normal amounts. March and June were particularly wet 
with over 2 and 3 inches of excess precipitation, respectively. This 
excess precipitation was evident in the soil moisture content over the 
year in the study area (Table 10). Soil moisture reflects the ability 
of a soil to store water, the amount and intensity of precipitation, 
the air temperature, solar radiation, and wind. Soil moisture levels 
were in excess of adequate over the study area from January through 
June in 1985. 



Tabl( 


j 8 Ac 


reages 


of 


mine types 


in the 


study 


areas 








type 






Area (acres) 


Percent of 


total 


Mine 


1985 


1986 


1987 


1985 


1986 


1987 



Unmined 14,610 11,750 13,770 38.7 26.6 26.2 

Unmined within mine 
Room-and-pillar mine 
Longwall mine 
High-extraction 
retreat mine 
Unclassified 790 620 2,340 2.1 1.4 4.5 

Total 37,760 44,160 52,480 100 100 100 



3,820 


5,490 


6,030 


10.1 


12.5 


11.5 


7,170 


9,640 


11,170 


19.0 


21.8 


21.3 


1,160 


1,590 


2,100 


3.1 


3.6 


4.0 


10,210 


15,070 


17,070 


27.0 


34.1 


32.5 



11 



Table 9 Precipitation in the study areast 









Precipitation 


(inches) 








Precipitat 


;ion 


Depart 
1985 


ure from 
1986 


normal 


Month 


1985 


1986 


1987 


1987 


January 


1.79 


0.51 


0.76 


-1.59 


-2.86 


-2.61 


February 


4.20 


4.39 


2.27 


1.00 


1.37 


-0.59 


March 


6.71 


3.12 


2.19 


2.32 


-1.27 


-2.23 


April 


3.30 


2.96 


1.46 


-0.80 


-1.38 


-2.89 


May 


4.36 


4.91 


2.25 


-0.80 


0.50 


-2.16 


June 


7.27 


2.11 


4.42 


3.03 


-1.81 


0.47 


July 


1.76 


6.50 


3.78 


-1.87 


2.78 


-0.24 


August 


5.13 


3.72 


2.05 


1.50 


0.23 


-1.26 


September 


2.34 


3.14 


2.75 


-0.80 


-0.09 


-0.09 



tsource: Illinois Cooperative Crop Reporting Service (1985, 1986, 1987) 



Table 10 Soil moisture in the study areast 









Percent 


of area 


with 


soil moisture 










Short 




Adequate 




Si 


jrplus 




Month 


1985 


1986 


1987 


1985 


1986 


1987 


1985 


1986 


1987 


January 





5 





10 


78 


65 


90 


17 


35 


February 





38 


10 





61 


55 


100 


1 


35 


March 








10 


15 


61 


80 


85 


39 


10 


April 





25 


6 


24 


64 


71 


76 


11 


23 


May 





25 


91 


46 


40 


9 


54 


35 





June 





14 


22 


9 


35 


71 


91 


51 


7 


July 


40 


20 


19 


39 


70 


48 


21 


10 


34 


August 


18 


6 


44 


64 


94 


56 


18 








September 


7 


14 


70 


75 


70 


30 


18 


16 





October 


13 





79 


64 


60 


21 


24 


40 






tsource: Illinois Cooperative Crop Reporting Service (1985, 1986, 1987) 



12 



Southern Illinois should precede the rest of the state in corn 
planting because soil temperatures are higher early in the season. In 
1985, corn was planted late in the study area due to excessive soil 
moisture. The late planting delayed the corn's development as 
indicated by the percent silking in the area relative to the state 
average (Table 11). By late in the season, however, corn in the study 
area had essentially caught up with the state average for maturation 
as indicated by percent of the corn dented (Table 11). 

The 1986 growing season was drier and more nearly a "normal" year than 
1985. There was about a 2.5-inch deficit in rain over the study area 
(Table 9). Soil moisture was adequate throughout the year (Table 10), 
and crop performance was ahead of 1985 (Table 11). The 1987 season 
was the driest of the three. There was about an 11.8-inch deficit in 
precipitation over the study area (Table 9). Soil moisture was 
particularly short in the latter part of the year (Table 10), and the 
crops matured well ahead of the usual time (Table 11). 

Because subsidence-induced effects on crop production are primarily 
related to changes in soil-water relationships, increased precipi- 
tation leads to increased excess water related problems. The 1985 
growing season in the study areas was the wettest, so the SIE recorded 
that year was predictably more extensive than in the other years. 
Overall, the weather variability was nearly ideal for the three years 
of the study, a wet year (1985), a dry year (1987), and a "normal" 
year (1986). 



Corn Yields 

Subsidence-induced reductions in corn yields are given in Table 12. 
Appendix C contains the tables generated to test for significance of 
the yield differences found. Yield-reduction differences were not 
significant for a given SIE class between mine types or between years. 
This means that an area rated as moderate SIE class, for example, has 
the same relative reduction in yield whether it was over longwall or 
high-extraction retreat mining or whether it was in 1985, 1986, or 
1987. In addition, no significant reduction in yield was found for 
the slight SIE class in any year. However, significant reductions (5% 
level) in yield were noted with the moderate and severe SIE classes. 
The moderate class averaged a 43 percent reduction in yield, and the 
average severe class yield reduction of 95 percent was significantly 
(5% level ) greater. 



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Table 12 Subsidence-induced reduction of corn yield in the study 
areas (raw data are given in Appendix B) 

Corn yield reduction (%)t 
SIE class 



1985 1986 1987 Average 



Slight Not significant^ 

Moderate 52 56 22 43 

Severe 95 99 91 95 



tYield reduction was estimated by subtracting the yield within an 
affected area from an adjacent unaffected control area. This was 
done at a total of 24 sample pairs in 1985, 55 in 1986, and 48 in 
1987. 

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and severe classes was significant. No significant reduction in 
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between years. 



Subsidence Effects 

SIE frequency by soil slope is given in Table 13. The SIE frequency 
was inversely proportional to slope, i.e., the less the slope, the 
greater the probability of moderate or severe SIE. No moderate or 
severe SIE was observed on slopes greater than 12 percent. Of the 
total moderate plus severe SIE, 53.6 percent was in the 0-1.5 slope 
class. Less sloping land is more susceptible to SIE for several 
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more difficult because: insufficient hydraulic head to move the 
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on broad level divides; and a greater probability that closed depres 
sions will form on nearly level ground. 



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A chi -square test was used to check that the difference in SIE 
frequency over LW and HER mines was not due to an unequal distribution 
of slopes. Table 14 gives the distribution of slopes by mine type. 
For the 1986 data, no interaction was noted in slope by mine type. 
For the 1985 and 1987 data, a small interaction was noted. Longwall 
mines were relatively more prevalent on more nearly level soils in 
those years than were HER mines. This effect was significant at the 
5% level but not at the 1% level, meaning that overall, the difference 
in SIE frequency between the two mine types is a real difference and 
is not due primarily to slope effects. 

Frequency of SIE by soil type is given in Table 15. The inverse 
relationship between slope and SIE frequency is seen in the low SIE 
frequencies in the more sloping soils. For example, Hickory (soil 14) 
and Hickory-Ava Complex (soil 814), which are strongly sloping soils, 
have only a small amount of moderate or severe SIE. 

Another factor that influences the frequency of SIE on soils is the 
distribution of soils and mines. Table 16 gives the frequency of 
soils over planned subsidence mining. Richview soil (soil 4), which 
is fairly common (Table 6) in the study area, does not occur over LW 
mines and accounts for about 3 percent of the soil over HER mines. It 
is not surprising, then, that little moderate or severe SIE was found 
on this soil. The most common soil over both mine types was Bluford 
(soil 13). However, Bluford is under-represented in the moderate and 
severe SIE classes with only 1.5 percent of its area in those classes 
overall (Table 15). This discrepancy could be due to a distribution 
of slopes such that the undermined areas are on sloping land and the 
nearly level areas are in unmined areas. But when slopes are 
restricted to <1.5 percent, Bluford is still the second most common 
soil (Table 6). Another possibility is that these soils do not 
respond as unfavorably to SIE as other soils do. A third, and perhaps 
most important reason, is that Bluford soils do not occur in extensive 
level areas as does Cisne (soil 2), which is the most SIE-prone soil. 
Table 7 gives the soil properties that influence soil subsidence 
sensitivity. 

In general, the more extensive the soil, the higher the probability 
that it will be undermined. And the more nearly level the soil and 
the more restricted the soil drainage, the greater the impact of 
subsidence. For the specific soils of the study area, a sensitivity 
rating was developed (Tables 17 and 18). Figure 2 shows the distri- 
bution of soils with sensitivity class 1 and 2. These ratings are a 
preliminary estimate and are based upon the findings of this study. 



17 



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Table 15 Frequency of SIE (%) by soil type 

Sum of moderate and severe 

Soil typet SIE class 

2 5.6 

3 3.0 

4 0.7 

5 8.3 
8 

12 2.5 

13 1.5 

14 1.2 
72 2.0 
84 10 

108 10 

109 2 
382 5.3 
814 0.2 



tsee Table 6 for names and slopes associated with 
soil type numbers. 



Table 16 


Frequency of soil types over planned subsidence mining 






Soil typet 


Mi ne 
type 


2 3 4 5 8 12 13 14 72 84 108 109 


382 


814 



Unrestricted slope 



LW 

HER 

Both 


14 
7 
8 


10 
4 
5 



3 
2 



.1 
.1 



.1 

.1 


1 

2 
2 


57 9 

55 18 

56 17 

Slope < 


3 
3 
3 

4% 


4 
.2 
.5 


1 
2 
1 



.2 
.1 


3 
2 
2 



3 
3 


LW 

HER 

Both 


16 
12 
12 


10 
7 
7 



4 
3 












2 
3 
3 


53 
51 6 
51 6 

Slope < 


4 
5 
5 

2% 


1 

.4 
1 


3 
4 
4 



.4 
.4 


6 
3 
3 







LW 

HER 

Both 


44 
30 
37 



8 
7 

















2 
3 
3 


33 
33 2 
33 2 


10 
10 
10 



.7 
.7 


2 

6 
6 



.2 
.1 


9 
6 
7 








tsee Table 6 for names and slopes associated with soil type numbers 

19 



R1E , R2E 




NORTH 



T5S 



WILLIAMSON COUNTY STUDY AREA 



< ONE MILE 



Figure 2 Areas sensitive to subsidence-induced effects are indicated in black. 
See Figure 1 for locations of study areas. The section marked X was not included 
in the study area. 



20 



T4S 
T5S 



R1E I R2E 



FRANKLIN COUNTY NORTH STUDY AREA 



< ONE MILE 




NORTH 



FRANKLIN COUNTY SOUTH STUDY AREA 



< ONE MILE 



Figure 2 (continued) 



21 



Table 17 Sensitivity of study area soils to SIE 

Sensitivity classt Soils (slope %) 

Highly sensitive 2; 12 (<2%) ; 84 (<2%) ; 109 (<2%) ; 3 

(<2%); 13 (<2%); 382; 108 

Moderately sensitive 12 (2-4%); 84 (2-4%); 3 (2-4%); 4 (<2%); 

13 (2-4%); 109 (>2%); 72; 14 (<2%) 

Somewhat sensitive 12 (>4%); 84 (>4%); 3 (>4%);4 2-4%); 5; 

13 (4-7%); 814 (<4%); 14 (2-4%) 

Essentially insensitive 4 (>4%); 8; 13 (>7%); 814 (>4%); 14 

tAssigned rating of those soils as described in the study area. See 
Table 6 for names associated with soil numbers. 

Table 18 Sensitivity of study area prime agricultural 
soils to SIE 

Soil (slope) Sensitivity classt 

1 
1 
2 
3 
2 
3 
1 
2 
2 
3 
2 
1 
1 
2 
1 

tSensitivity class names: 1, highly sensitive; 
2, moderately sensitive; 3, somewhat sensitive 

Impact of Mining Methods 

This portion of the discussion is limited to longwall (LW) and 
high-extraction retreat (HER) type mines, which are the mines of 
primary interest in this study. Subsidence effects of LW mining are 
much more evident than those of HER mining. Individual subsided LW 
panels are more clearly demarcated than HER panels, especially on 
level divides or in bottoms. The lines of coal pillars left between 
LW panels often stand as noticeable ridges between panels. These 
between-panel pillars are usually removed in HER mining. However, 

22 



2 


Cisne 


3 


Hoyleton (<2%) 


3 


Hoyleton (2-4%) 


3 


Hoyleton (4-7%) 


4 


Rich view (<2%) 


4 


Richview (2-4%) 


13 


Bluford (<2%) 


13 


Bluford (2-4%) 


14 


Ava (<2%) 


14 


Ava (2-4%) 


72 


Sharon 


108 


Bonnie 


109 


Racoon (<2%) 


109 


Racoon (2-4%) 


382 


Belknap 



when these pillars are partially removed or not removed, prominent 
ridges may remain between blocks of panels. Where the pillars are 
removed, a much larger area subsides and the edges of the subsided 
area are less well defined. In addition, HER mine borders often 
follow man-made features, such as fence rows, railroads, or highways. 
Furthermore, they are difficult to distinguish on rolling topography, 
and HER wet areas tend to be more randomly distributed and less well 
demarcated than the LW wet areas. 

Both types of mining make previously wet soils wetter; for example, a 
subsided panel can cause ponding by changing the local base level of a 
stream. This impact is greatest in areas of subtle topography. The 
orientation of LW panels and the edges of HER mines may be important 
in determining the severity of the subsidence effects, although the 
data from this study are inconclusive on this point. Table 19 gives 
the frequency of SIE classes by panel orientation, and Table 20 gives 
the frequency of panel orientation by mine type. When expressed on a 
weighted average distribution basis, panel orientation class 2 (panels 
oriented perpendicular to the slope) has the highest frequency of SIE 
of the sloping areas with HER mines. But with LW mines, panel 
orientation class 1 (panels parallel to the slope) has the highest SIE 
frequency. With both mine types, panel orientation class 3 (panels on 
nearly level slope) had the greatest SIE frequency, again indicating 
the impact of subsidence on nearly level ground. 

Subsidence effects also vary with weather conditions. The 1985 
growing season was particularly rainy in southern Illinois (Table 9), 
and the effects observed may be representative of a "wet" year. The 
1986 growing season had very favorable soil moisture (Table 10) and 
may represent a "normal" year. The 1987 season was rather dry. In 
an unusually dry year, crops may respond favorably to increased soil 
wetness in some cases. In addition, crops initially affected by early 
season excessive wetness may show no ill effects later on (Table 11). 

This study did not address some other possible consequences of 
subsidence. For example, fields with SIE may have been planted later 
or portions thereof replanted due to wetness, reducing yield and 
increasing management costs. These variables were controlled by 
using a large number of samples spread out over the entire research 
area and by pairing every sample with a control from the same field. 

A summary of the subsidence-affected areas by mine type is given in 
Table 21. The results in Table 21 reflect all effects observed in the 
mine type areas in the study year and represent all the factors that 
influence subsidence, such as weather, time since subsidence, and 
previous mitigation efforts. In general, the extent of a SIE class 
was inversely related to its severity, and a significantly (5%) 
higher frequency of SIE classes 2, 3, and 4 was recorded for the LW 
mine type than for the HER type. SIE class 3 and 4 were significantly 
(5%) greater in 1985 than in the other years for both mine types, as 
expected in that wet year. A chi -square test revealed that the 
difference between mine types was significant. These results, coupled 
with the yield estimates, indicate that on a per-acre mined basis, the 
LW method had a greater negative impact on agriculture than HER. 

23 



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Table 20 Frequency of panel orientations 



Panel orientationt 



1 



Mine type 1985 1986 1987 1985 1986 1987 1985 1986 1987 1985 1986 1987 



LW 


37.9 42.8 


38.6 


Average 


39.8 




HER 


40.4 38.1 


38.9 


Average 


39.1 





Frequency (%) 
27.6 26.4 28.1 34.5 30.8 33.3 

27.4 32.9 

15.4 14.2 15.8 24.5 26.5 25.2 

15.1 25.4 





19.8 21.2 20.2 
20.4 



tpanel orientation classes: 1, parallel to regional slope; 2, perpendicular to 
regional slope; 3, nearly level slope; 4, complex slope, rolling ground. 



Table 21 Summary of subsidence-affected areas, 1985, 1986, 1987 









Mining type 






Longwall 


High-extraction retreat 


SIE class 


1985 


1986 1987 Avg 1985 1986 1987 Avg 


None 
Slight 
Moderate 
Severe 


64.6 

23.3 

9.5 

2.6 


70.9 

24.5 

1.9 

3.2 


Percent total mine type areat 

65.5 64.7 91.9 92.0 90.2 91.2 

32.9 27.8 3.8 4.3 7.5 5.5 

5.2 5.2 4.0 3.4 1.8 2.9 

1.4 2.3 0.3 0.3 0.5 0.4 



twi thin each SIE class, differences between mining types were found 
to be significant at the 5% level. No significant difference was 
found between years for HER type mining. A significant difference 
was found between years for LW type mining. 



The weighted average reduction in yield per acre is given in Table 22. 
The overall reduction in yield was 4.7 percent for LW mines and 1.8 
percent for the HER mines. Because the weather over the three years 
of the study included one wet, one dry, and one "normal" year these 
results should be representative. Compared with similar unmined 



25 



areas, corn yield was reduced by LW mining by 4.7 percent and by HER 
mining by 1.8 percent. These estimates include only the land directly 
over the mine panels and do not reflect replanting costs, harvest 
losses, or other costs. 



Table 22 Overall reduction of corn yield, 1985, 1986, and 1987 







Corn yield 


reduction 


(%)t 


Mine type 


1985 


1986 


1987 


Avg 


Longwall 

High-extraction 
retreat 


7.4 
2.4 


4.2 
2.2 


2.4 
0.9 


4.7 
1.8 



tweighted average reduction in yield 



CONCLUSIONS AND RECOMMENDATIONS 

The results of this study indicate that the overall impact of subsi- 
dence on crop production in terms of yield is slight. Although the 
impact on a single field or to an individual farmer may be great, 
when expressed on a total mine area, the maximum yield reduction 
determined was less than 10 percent. The results of this study 
indicate that longwall (LW) mining has significantly more impact on 
crop production than high-extraction retreat (HER) mining, which may 
be due to several factors. Individual LW panels tend to be more 
evident on the landscape. Unlike HER panels, LW panels are well 
defined by a line of coal pillars left between the panels. The HER 
operation removes as many of these between-panel pillars as possible, 
thus eliminating the pronounced high divides on the ground surface 
between panels and consequently causing subsidence of a larger, less 
well-defined area. These large areas are less susceptible to ponding. 
In addition, the average maximum amount of subsidence over HER is 
about 1 to 1.5 ft less than with LW (Bauer and Hunt, 1982). 

Another factor that can influence the impact of subsidence is panel 
orientation. Data from this study were not sufficient to find a 
statistically significant relationship. However, it was generally 
observed that mine panel edges that run perpendicular to natural 
drainageways tend to act as dams whereas those that run parallel with 
drainageways have less impact. 

Recommendations to minimize the impact of subsidence on crop pro- 
duction are as follows: i) minimize the relative length of mine 
panel perimeters and the number of between-panel pillars by keeping 
the panels and the subsided areas as large as possible, and ii) orient 

26 



panels so that edges run parallel to natural drains. These recommen- 
dations are most important in areas of subtle topography, low relief, 
and high water tables. 

These results are based upon the conditions in 1985, 1986 and 1987. 
The results reflect not only the impact of subsidence but also the 
mitigation efforts in place at the time of the study. They do not 
address the long-term possibilities for mitigation or the permanence 
of the yield reductions and mitigation effects. Most importantly, the 
results reflect the weather during the three growing seasons. Weather 
variability was ideal during the study. The 1985 season was wet, 1987 
was dry, and 1986 was a "normal" year. Subsidence was near the 
average for the three years in 1986, greatest in 1985, and least in 
1987. 



ACKNOWLEDGMENTS 

This work was sponsored by the Illinois Mine Subsidence Research 
Program administered by the Illinois State Geological Survey through a 
grant from the Coal Development Board of the Illinois Department of 
Energy and Natural Resources and the members of the Illinois coal 
industry. Assisting with the research were Neil T. Patterson, Amanda 
C. Hill, Jayne S. Gnuse, Dean C. Bossart, Amy S. Hill, and John P. 
Tandarich. The authors wish to thank Paul B. DuMontelle, Robert A. 
Bauer, Edward M. Gefell, and Susan C. Mravik of the Illinois State 
Geological Survey, and Thomas J. Bicki and F.W. Simmons of the 
University of Illinois Department of Agronomy for their assistance. 
We thank Barbara Springer for typing the manuscript. Thanks are also 
due to the farmers and coal miners of southern Illinois -- without 
their cooperation, this research would not have been possible. 



LITERATURE CITED 

Bauer, R. A., and S. R. Hunt. 1982. Profile, strain, and the time 
characteristics of subsidence from coal mining in Illinois. 
Proceedings of workshop on surface subsidence due to underground 
mining, pp. 207-218. 

Darmody, R. G., J. S. Steiner, I. J. Jansen, and S. G. Carmer. 1988. 
Microcomputer spreadsheets and point sampling of maps and aerial 
photographs in an environmental impact study. Journal of 
Environmental Quality (submitted). 

DeMaris, P. J., and R. A. Bauer. 1983. Identification of mine 

subsidence on aerial photographs in central Illinois. Illinois 
State Geological Survey. Contract/Grant Report 1983-7. 

Drablos, C. J., and R. C. Moe. 1984. Illinois drainage guide. 
Illinois Cooperative Extension Service, Circular 1226. 



27 



Fehrenbacher, J. B., and R. T. Odell. 1959. Williamson County Soils. 
Soil Report 79. Univ. of IL, Ag. Exp. Stn. 

Fehrenbacher, J. B., J. D. Alexander, I. J. Jansen, R. G. Darmody, 
R. A. Pope, and M. A. Flock. 1984. Soils of Illinois. 
Illinois Agric. Exp. Stn. Bull. 778. 

Flowers, A. E. 1957. Plans for long, productive life. Coal Age. 
62:76-85. 

Guither, H. D., J. Hines, and R. Bauer. 1985. The economic effects 
of underground mining upon land used for Illinois agriculture. 
Doc. No. 85/01. Illinois Dept of Energy and Natural Resources. 

Hunt, S. R. 1980. Surface subsidence due to coal mining in Illinois. 
Ph.D. thesis, Department of Geology, University of Illinois at 
Urbana-Champaign. 

Illinois Cooperative Crop Reporting Service. 1985, 1986, and 1987. 
Illinois Weather & Crops. Statistical Reporting Service, USDA, 
Springfield, Illinois. 

McSweeney, K., and I. J. Jansen. 1984. Soil structure and associated 
rooting behavior in minesoils. Soil Sci . Soc. Amer. Jour. 
48:607-612. 

Norton, E. A. 1923. Soils of Jefferson County, Illinois 
(unpublished). 

U.S.D.A., S.C.S. (1983). Important farmlands, correlated mapping 
units in Illinois that qualify (unpublished). 

Wascher, H., R. S. Smith, and L. H. Smith. 1938. Vermilion County 
Soils. Univ. of 111., Ag. Exp. Stn. Soil Rpt. No. 62. 

Wheeler, H. C. 1913. Soils of Franklin County, Illinois 
(unpubl ished) . 

Young, L. E. 1916. Surface subsidence in Illinois resulting from 

coal mining. Illinois State Geological Survey. Cooperative Coal 
Mining Series Bull . 17. 



APPENDIX A. REMOTE SENSING RAW DATA 



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B-10 



APPENDIX C. STATISTICAL TABLES 



The following tables give results of chi-square evaluation of data. 
The chi-square test is a statistical test to develop expected 
frequencies of experimental observations. The numbers in parentheses 
show expected values of the frequencies and the numbers without 
parentheses show the actual observed values. When there is a 
significant difference between the expected and actual values, it is 
indicated by one or two asterisks, depending on the level of 
significance. 



Definitions 

X 2 chi square 

df degrees of freedom 

statistically significant data at 5% confidence level 
statistically significant data at 1% confidence level 

Ho null hypothesis 

Prob probability 

LS mean least square mean 



* 
** 



Table C.l Mine type x SIE class, 1985-1987 




Mine type 

c t r 


class LW HER 


Total 



**309 (422) 


3881 (3768) 


4190 


**128 (36) 


** 230 (322) 


358 


** 27 (15) 


122 (134) 


149 


** 12 (3) 


16 (25) 


28 



None 
Slight 
Moderate 
Severe 

Total 476 4249 4725 



X 2 = 335.96 with 3 df 

Conclusion: significant mine type x SIE class interaction. 
Specifically, a higher percentage of LW has severe SIE than HER. 

X 2 .oi = H.3 X 2 .05 - 7.81 with 3 df 

X 2 .01 = 6.63 x 2 .05 ■ 3 - 84 wi th 1 df 

**0bserved value significantly different than expected value (.01). 

Table C.2 Slope x SIE class, 1985-1987 



Slope class 






SIE 


class 


















(%) 


None and si ight 


Moderate and severe 


Total 


0-1 


3290 


(3353) 




**127 


(64) 


3417 


1-4 


4035 


(4038) 




80 


(77) 


4115 


4-7 


3662 


(3630) 




** 38 


(70) 


3700 


7-30 


2200 


(2166) 




** 8 


(42) 


2208 


Total 


13187 






253 




13440 



X 2 = 106.29 with 3 df 

Conclusion: significant interaction. 

X 2 .oi - 11.3 X 2 .05 = 7.81 with 3 df 

X 2 .oi = 6.63 x 2 .05 = 3 - 84 witn 1 df 

**0bserved value significantly different than expected value (.01) 

C-2 



Table C.3 Mine type x slope, 1985-1987 



Slope 


class 






Mine type 




LW 


HER 


Total 


0-1 
1-4 
4-7 
7-30 

Total 




**166 (133) 
135 (141) 
134 (128) 

** 42 ( 76) 

477 


1149 (1182) 

1259 (1253) 

1129 (1135) 

705 ( 671) 

4242 


1315 

1394 

1263 

747 

4719 



X 2 = 26.64 with 3 df 

Conclusion: significant interaction. 

X 2 .oi - H.3 X 2 .05 - 7.81 with 3 df 

X 2 .oi ■ 6.63 x 2 .05 ■ 3 - 84 with 1 df 

**0bserved value significantly different than expected value (.01). 

Table C.4 SIE class x HER mines, 1985-1987 

SIE class 1985 1986 1987 Total 



None and slight 991(1002.3) 1451(1457.1) 1669(1651.6) 4111 
Moderate and 

severe * 45(33.6) * 55(48.9) * 38(55.4) 138 

Total 1036 1506 1707 4249 



X 2 = 10.43 with 2 df 

X 2 .01 - 9.21 x 2 .05 - 5 -99 

Conclusion: some evidence of SIE class x year interaction for HER. 
Moderate and severe SIE was relatively smaller in 1987 than in 1986 
but relatively greater in 1985 than in 1986. 

* Observed value significantly different than expected value (.05) 



C-3 



Table C.5 SIE class x LW mines, 1985-1987 



SIE class 1985 1986 1987 Total 

None and slight 99(107.4) 142(136.8) 196(192.8) 437 
Moderate and 

severe **18(9.6) 7(12.2) 14(17.2) 39 

Total 117 149 210 476 

X 2 = 11.07 with 2 df 

X 2 .01 = 9.21 x 2 .05 ■ 5.99 

Conclusion: for LW there is SIE class x year interaction. A greater 
number of moderate and severe SIE were noted in 1985 than in either 
1986 or 1987. 

**0bserved value significantly different than expected value (.01). 



Table C.6 Yield r 


eduction x mine type, 1985-1987 






LS means yield reductions 




Mine type 


class 1985 1986 1987 


Avg 



LW 2 -24.80 11.21 3.03 -3.52 

3 70.20 57.59 43.08 56.96 

4 171.10 136.08 183.60 163.59 

HER 2 11.60 10.07 3.35 8.34 

3 84.93 74.71 25.70 61.78 

4 114.20 98.22 97.77 103.40 



Conclusion: yield reduction for SIE class 4 is consistently greater 
for LW than for HER. While this difference was not great enough to be 
detected as significant in any one year, the combined analysis of all 
3 years enabled detection of a mine type X SIE class interaction. 



C-4 



Table C.7 Combined analyses of variance of corn yield reduction data, 
1985-1987 



Source of 


Degi 


rees of 


Sum of 


Mean 


F 


Prob 


variation 


freedom 


squares 


square 


value 


> F 


Total 




126 


581,643.11 








Year 




2 


1,267.12 


633.56 


0.25 


0.783 


Mine type 




1 


3,475.01 


3,475.01 


1.34 


0.248 


Year x mine type 




2 


3,850.80 


1,925.40 


0.74 


0.477 


SIE class 




2 


188,266.90 


94,133.45 


36.41 


0.000 


Year x SIE class 




4 


10,295.80 


2,573.95 


1.00 


0.413 


Mine type x 
SIE class 




2 


16,703.46 


8,351.73 


3.23 


0.043 


Year x mine type 
x SIE class 




4 


3,108.19 


777.05 


0.30 


0.877 


Experimental 
error 




109 


281,844.12 


2,585.73 







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Table C.9 Mine type x SIE class, 


1985 




Mine type (1985) 

err 


class LW 


HER 


Total 



71(103.8) 


952(919.2) 


1023 


28(6.8) 


** 39(60.2) 


67 


14(5.7) 


42(50.3) 


56 


4(.7) 


3(6.3) 


7 



None ** 

Slight ** 

Moderate ** 

Severe ** 

Total 117 1036 1153 

X 2 = 115.836 with 3 df 
Critical value x^ .01 = H*3 

Conclusion: significant SIE class x mine type interaction. The 
degree of SIE is affected by mine type. More severe SIE was noted in 
the LW mine type. 

**0bserved value significantly different than expected value (.01). 



Table C.9 Mine type x SIE class 1985 (continued) 



SIE 
class 




Mine 


type (1985) 




LW 




HER 


Total 


None and slight 
Moderate 
and severe 

Total 


99(110.6) 
** 18(6.4) 
117 




991(979.4) 

45(56.6) 
1036 


1090 

63 

1153 



X 2 = 24.756 with 1 df 
Critical x 2 .oi = 6.63 

Conclusion: significant SIE class x mine type interaction. Moderate 
or severe SIE occurred relatively more frequently in LW than in HER 
mines. 

**0bserved value significantly different than expected value (.01). 



C-7 



Table CIO Slope x SIE class, 1985 



Slope class 
(%) 




SIE 


class 




None and slight 


Moderate and severe 


Total 


0-1 


769(788.7) 




**39(19.3) 


808 


1-4 


1128(1132.4) 




32(27.6) 


1160 


4-7 


1064(1056.2) 




18(25.8) 


1082 


7-30 


725(708.7) 




** 1(17.3) 


726 


Total 


3686 




90 


3776 



X 2 = 39.467 with 3 df 

X 2 .01 - H.3 X 2 .05 = 7-81 

Conclusion: significant SIE class x slope interaction in 1985. 
**0bserved value significantly different than expected value (.01) 
Table C.ll Mine type x slope, 1985 

Mine type (1985) 



Slope class 

(%) LW HER Total 

0-1 

1-4 

4-7 

7-30 

Total 

X 2 = 9.404 with 3 df 

X 2 .01 ■ 11-3 X 2 .05 = 7.81 

Conclusion: some interaction; a relatively higher proportion of LW 
is more level . 

♦Observed value significantly different than expected value (.05). 

C-8 



40(30.2) 


254(263.8) 


294 


32(35.5) 


313(309.5) 


345 


35(31.6) 


272(275.4) 


307 


*11(20.7) 


190(180.3) 


201 


118 


1029 


1147 



Table C.12 SIE class x soil type (LW only), 1985 



SIE class 



Soil type 



None and slight 


Moderate and severe 


Total 


15(16.7) 


4(2.5) 


19 


10(12.1) 


4(1.9) 


14 


51(46.8) 


3(7.2) 


54 


11(10.4) 


1(1.6) 


12 


3(2.6) 


0(0.4) 


3 


1(2.6) 


*2(0.4) 


3 



2 

3 

13 

14 

72 

382 

Total 



91 



14 



105 



X 2 = 14.65 with 5 df 
Conclusion: interaction. 

X 2 .01 - 15-1 X 2 .05 - ".1 

*0bserved value significantly different than expected value (.05). 

Table C.13 SIE class x soil type (HER only), 1985 



SIE class 



Soil type 



None and slight 


Moderate and severe 


Total 


79(86.1) 


**11(3.9) 


90 


46(45.9) 


2(2.1) 


48 


528(525.3) 


21(23.7) 


549 


193(192.3) 


8(8.7) 


201 


24(23.0) 


0(1.0) 


24 


16(15.3) 


0(0.7) 


16 


45(43.1) 


0(1.9) 


45 



2 
3 

13 

14 

72 

382 

814 

Total 



931 



42 



973 



X 2 = 17.65 with 6 df 
Conclusion: interaction. 

X 2 .01 = 16-8 X 2 .05 = l 2 -6 

**0bserved value significantly different than expected value (.01). 



C-9 



Table C.14 SIE class x soil type (LW and HER), 1985 







SIE class 




Soil type 


None and slight 


Moderate and severe 


Total 


2 


94(103.3) 


**15(5.7) 


109 


3 


56(58.8) 


6(3.2) 


62 


13 


579(571.7) 


24(31.3) 


603 


14 


204(201.9) 


9(11.1) 


213 


72 


27(25.6) 


0(1.4) 


27 


382 


17(18.0) 


2(1.0) 


19 


814 


45(42.7) 


0(2.3) 


45 


Total 


1022 


56 


1078 



X 2 = 25.77 with 6 df 
Conclusion: interaction. 

X 2 .01 = 16.8 X 2 .05 = 12.6 

**0bserved value significantly different than expected value (.01). 



Table C.15 Mine type x soil type (all slopes), 1985 




Mine type 


Soil type LW HER 


Total 



2 **19(10.6) 90(98.4) 109 

3 **14(6.0) 48(56.0) 62 

13 54(58.7) 549(544.3) 603 

14 12(20.7) 201(192.3) 213 
72 3(2.6) 24(24.4) 27 

382 3(1.9) 16(17.1) 19 

814 * 0(4.4) 45(40.6) 45 

Total 105 973 1078 



X 2 = 29.30 with 6 df 
Conclusion: interaction. 

X 2 .01 - 16-8 X 2 .05 ■ 12.6 

**0bserved value significantly different than expected value (.01) 
♦Observed value significantly different than expected value (.05) 

C-10 



Table C.16 Mine type x soil type (slope 3 or 1), 1985 





Mine 


type 




Soil type 


LW 


HER 


Total 


2 
3 

13 

14 

72 

382 

Total 


*19(11.6) 

**13(6.3) 

25(34.7) 

* 0(5.6) 

3(2.9) 

3(2.0) 

63 


90(97.4) 
46(52.7) 
302(292.3) 
53(47.4) 
24(24.1) 
16(17.0) 

531 


109 
59 

327 
53 
27 
19 

594 



X 2 = 23.12 with 5 df 
Conclusion: interaction. 

X 2 .01 - 15.1 X 2 .05 = "-I 

**0bserved value significantly different than expected value (.01) 

♦Observed value significantly different than expected value (.05) 



Table C.17 Mine type x soil type (slope = 1), 1985 




Mine type 


Soil type LW HER 


Total 



2 19(13.5) 90(95.5) 109 

3 (2.5) 20(17.5) 20 

13 9(11.9) 87(84.1) 96 

14 (.5) 4 (3.5) 4 
72 3 (3.3) 24(23.7) 27 

382 3( 2.3) 16(16.7) 19 

Total 34 241 275 

X 2 = 7.56 with 5 df 

Conclusion: no significant interaction. 

X 2 .01 = 15.1 X 2 .05 = H.l 



C-ll 



Table C.18 Mine type x SIE class, 


1986 




Mine type (1986) 

oir 


M L 

class LW 


HER 


Total 



None *111(135.0) 1390(1365.0) 1500 

Slight ** 31(8.4) * 62(84.6) 93 

Moderate 2(4.7) 50(47.3) 52 

Severe ** 5(0.9) 5(9.1) 10 

Total 149 1506 1655 



X 2 = 93.761 with 3 df 

X 2 .oi = 11-3 = critical value 

Conclusion: SIE class x mine type interaction. Degree of SIE is 
affected by mine type. SIE class 4 is a larger percentage of LW than 
of HER. 

**0bserved value significantly different than expected value (.01). 

♦Observed value significantly different than expected value (.05). 



Table C.18 (continued) 








Mine type (1986) 


oil- 
class 


LW 


HER 


Total 



None and slight 142(143.4) 1451(1449.6) 1593 

Moderate 2(4.7) 50(47.3) 52 

Severe **5(.9) 5(9.1) 10 

Total 149 1506 1655 

X 2 = 22.245 with 2 df 

X 2 .oi = 9.21 x 2 .05 " 5.99 

Conclusion: SIE class x mine type interaction. Specifically, a 
higher percentage of LW had severe SIE than HER. 



C-12 



Table C.18 (continued) 








Mine type (1986) 

c t r 


ML 

class 


LW 


HER 


Total 



None and slight 


142(143.4) 


1451(1449.6) 


Moderate and 
severe 


17(5.6) 


55(56.4) 


Total 


149 


1506 



Table C.19 Slope x SIE class, 1986 



1593 

62 
1655 



X 2 = 0.3998 with 1 df 

Critical x 2 .01 = 6 - 63 X 2 .05 = 3 - 84 
Conclusion: no SIE class x mine type interaction 



Slope class 
(%) 




SIE 


class 




None and slight 


Moderate and severe 


Total 


0-1 


1139(1161.7) 




**46(23.3) 


1185 


1-4 


1316(1319.5) 




30(26.5) 


1346 


4-7 


1193(1176.4) 




** 7(23.6) 


1200 


7-30 


681(671.5) 




** 4(13.5) 


685 


Total 


4329 




87 


4416 



X 2 = 41.760 with 3 df 

X 2 .01 = 11-3 X 2 .05 - 7.81 

Conclusion: SIE class x slope interaction in 1986. 

**0bserved value significantly different than expected value (.01) 



C-13 



Table C.20 Mine type x slope, 1986 



Slope class 
(%) 




Mine type (1986) 




LW 


HER 


Total 


0-1 


52 (43.2) 


428 (436.8) 


480 


1-4 


42 (43.8) 


445 (443.2) 


487 


4-7 


43 (39.6) 


397 (400.4) 


440 


7-30 


*12 (22.3) 


236 (225.7) 


248 


Total 


149 


1506 


1655 



X 2 = 7.599 with 3 df 

X 2 .01 - H.3 X 2 .05 ■ 7-81 

Conclusion: in 1986, no slope x mine type interaction. 

♦Observed value significantly different than expected value (.05) 



Table C.21 


SIE class x soil type (LW only), 1986 






SIE class 




Soil type 


None and slight Moderate and severe 


Total 



2 20(19.9) 1(1.1) 21 

3 13(13.2) 1(0.8) 14 

13 89(87.0) 3(5.0) 92 

14 12(11.3) 0(0.7) 12 
72 4(4.7) 1(0.3) 5 

382 1(2.8) **2(0.2) 3 

Total 139 8 147 

X 2 = 20.74 with 5 df 
Conclusion: interaction. 

X 2 .01 = 15.1 X 2 .05 - "-I 

**0bserved value significantly different than expected value (.01). 



C-14 



Table C.22 SIE class x soil type (HER only), 1986 







SIE 


class 




Soil type 


None and slight 


Moderate and severe 


Total 


2 


107(108.6) 




5(3.4) 


112 


3 


63(63.0) 




2(2.0) 


65 


13 


786(785.5) 




24(24.5) 


810 


14 


252(249.2) 




5(7.8) 


257 


72 


39(39.8) 




2(1.2) 


41 


382 


24(25.2) 




2(0.8) 


26 


814 


44(43.6) 




1(1.4) 


45 


Total 


1315 




41 


1356 



X 2 = 4.35 with 6 df 

Conclusion: no significant interaction. 

X 2 .01 = I 6 - 8 X 2 .05 = I 2 - 6 

Table C.23 SIE class x soil type (LW and HER), 1986 



SIE class 



Soil type 



None and slight 


Moderate and severe 


Total 


127(128.7) 


6(4.3) 


133 


76(76.4) 


3(2.6) 


79 


875(872.6) 


27(29.4) 


902 


264(260.2) 


5(8.8) 


269 


43(44.5) 


3(1.5) 


46 


25(28.1) 


** 4(0,9) 


29 


44(43.5) 


1(1.5) 


45 



2 
3 

13 

14 

72 

382 

814 

Total 1454 49 1503 

X 2 = 15.40 with 6 df 
Conclusion: interaction. 

X 2 .01 = 16-8 x 2 .05 - l 2 -6 

**0bserved value significantly different than expected value (.01). 



C-15 



Table C.24 Mine type x soil type (all slopes), 1986 




Mine type 


Soil type LW HER 


Total 



2 *21(13.0) 112(120.0) 133 

3 *14(7.7) 65(71.3) 79 

13 92(88.2) 810(813.8) 902 

14 **12(26.3) 257(242.7) 269 
72 5(4.5) 41(41.5) 46 

382 3(2.8) 26(26.2) 29 

814 * 0(4.4) 45(40.6) 45 

Total 147 1356 1503 

X 2 = 24.92 with 6 df 
Conclusion: interaction. 

X 2 .01 = 16.8 X 2 .05 - 12.6 

**0bserved value significantly different than expected value (.01). 
♦Observed value significantly different than expected value (.05). 



Table C.25 Mine type x soil type (slope 3 or 1), 1986 




Mine type 


Soil type LW HER 


Total 



2 21(14.4) 112(118.6) 133 

3 13(8.2) 63(67.8) 76 

13 48(52.9) 440(435.1) 488 

14 *0(6.3) 58(51.7) 58 
72 5(5.0) 41(41.0) 46 

382 3(3.1) 26(25.9) 29 

Total 90 740 830 



X 2 = 14.12 with 5 df 

Conclusion: interaction is significant at 5% level but not at 1% 
level . 

X 2 .oi = 15.1 X 2 .05 ■ H-19 

♦Observed value significantly different than expected value (.05). 

C-16 



Table C.26 Mine type x soil type (slope = 1), 1986 




Mine type 


Soil type LW HER 


Total 



2 21(15.3) 112(117.7) 133 

3 0(3.6) 31(27.4) 31 

13 16(16.6) 129(128.4) 145 

14 0(0.9) 8(7.1) 8 
72 5(5.3) 41(40.7) 46 

382 3(3.3) 26(25.7) 29 

Total 45 347 392 

X 2 = 7.56 with 5 df 

Conclusion: no significant interaction. 

X 2 .01 = 15-1 X 2 .05 = "-I 



Table C.27 Mine type x SIE class, 


1987 




CTT 


Mine type (1987) 




class LW 


HER 


Total 



**127(182.6) 


1540(1484.4) 


1667 


** 69(21.7) 


** 129(176.3) 


198 


** 11(4.5) 


30(36.5) 


41 


3(1.2) 


8(9.8) 


11 



None 
Slight 
Moderate 
Severe 

Total 210 1707 1917 

X 2 = 148.38 with 3 df 

X 2 .01 = 11.3 X 2 .05 - 7.81 

Conclusion: SIE class x mine type interaction. Degree of SIE is 
influenced by mine type. SIE class 4, 3, and 2 are a larger 
percentage of LW than of HER. 



** 



Observed value significantly different than expected value (.01) 



C-17 



Table C.27 (continued) 



SIE 
class 




Mine 


type (1987) 




LW 




HER 


Total 


None and slight 

Moderate 

Severe 

Total 


196(204.3) 
** 11(4.5) 
3(1.2) 

210 




1669(1660.7) 

30(36.5) 

8(9.8) 

1707 


1865 
41 
11 

1917 


X 2 = 13.96 with 2 
X 2 .01 " 9-21 


df 

X 2 .05 = 5.99 









Conclusion: SIE class x mine type interaction. A higher percentage 
of LW had severe or moderate SIE than HER. 

**0bserved value significantly different than expected value (.01). 



Table C.27 (continued) 



SIE 
class 






Mine 


type (1987) 




LW 




HER 


Total 


None and slight 
Moderate and 
severe 

Total 




196(204.3) 
** 14(5.7) 
210 




1669(1660.7) 

38(46.3) 
1707 


1865 

52 

1917 


X 2 = 13.95 with 1 
X 2 .01 - 6.63 


df 


X 2 .05 = 3.84 









Conclusion: SIE class x mine type interaction. Moderate and severe 
SIE class has larger percentage of LW than of HER. 

**0bserved value significantly different than expected value (.01). 



C-18 



Table C.28 Slope x SIE class, 1987 



SIE class 



Slope class 



None Slight Moderate Severe Total 

0-1 1256(1306.5) 126(96.9) 33(16.8) 9(3.8) 1424 

1-4 1468(1476.2) 123(109.5) 15(19.0) 3(4.3) 1609 

4-7 1325(1301.0) 80(96.5) 11(16.7) 2(3.8) 1418 

> 7 766(731.3) 28(54.2) 3(9.4) 0(2.1) 797 

Total 4815 357 62 14 5248 

X 2 = 63.204 with 9 df 

X 2 .01 ■ 21.7 x 2 .05 - 16 - 9 

Conclusion: SIE class x slope interaction in 1987. 

Table C.28 (continued) 



Slope class 
(%) 




SIE class 




None and slight 


Moderate and severe 


Total 


0-1 


1382(1403.4) 


**42(20.6) 


1424 


1-4 


1591(1585.7) 


18(23.3) 


1609 


4-7 


1405(1397.5) 


13(20.5) 


1418 


> 7 


794(785.5) 


* 3(11.5) 


797 


Total 


5172 


76 


5248 



X 2 = 32.94 with 3 df 

X 2 .01 ■ 11.3 X 2 .05 ■ 7 - 81 

Conclusion: SIE class x slope interaction in 1987. 

**0bserved value significantly different than expected value (.01) 

*0bserved value significantly different than expected value (.05) 

C-19 



Table C.29 Mine type x slope, 1987 




Mine type (1987) 


o i ope c i ass 

(%) LW HER 


Total 



0-1 










74(59.3) 


467(481.7) 


541 


1-4 










61(61.6) 


501(500.4) 


562 


4-7 










56(56.5) 


460(459.5) 


516 


7-30 










*19(32.6) 


279(265.4) 


298 


Total 










210 


1707 


1917 


X 2 = 


10 


.47 wi 


th 


3 df 








X 2 .01 


= 


11.3 






X 2 .05 - 7.81 







Conclusion: some interaction. A relatively higher proportion of LW 
is slope class 0-1. A relatively higher proportion of HER is slope 
class 7-30. 

♦Observed value significantly different than expected value (.05). 
Table C.30 SIE class x soil type (LW only), 1987 



SIE class 



Soil type 



None and sli 


ght 


Moderate and severe 


Total 


19(20.4) 




3(1.6) 


22 


14(13.0) 




0(1.0) 


14 


115(114.0) 




8(9.0) 


123 


19(17.6) 




0(1.4) 


19 


5(4.6) 




0(0.4) 


5 


5(7.4) 




**3(0.6) 


8 



2 

3 

13 

14 

72 

382 

Total 177 14 191 



X 2 = 14.84 with 5 df 
Conclusion: interaction. 

X 2 .01 ■ 15-1 X 2 .05 ■ H.l 

**0bserved value significantly different than expected value (.01) 

C-20 



Table C.31 SIE class x soil type (HER only), 1987 



Soil type 



SIE class 



None and slight 


Moderate and severe 


Total 


107(112.0) 


** 7(2.0) 


114 


67(66.8) 


1(1.2) 


68 


929(923.4) 


11(16.6) 


940 


285(281.9) 


2(5.1) 


287 


44(46.2) 


* 3(0.8) 


47 


23(25.5) 


** 3(0.5) 


26 


47(46.2) 


0(0.8) 


47 



2 
3 

13 

14 

72 

382 

814 

Total 



1502 



27 



1529 



X 2 = 36.31 with 6 df 
Conclusion: interaction 



X\01 



= 16.8 



X Z .05 = 12.6 



**0bserved value significantly different than expected value (.01). 
♦Observed value significantly different than expected value (.05). 



Table C.32 SIE class x soil type (LW and HER), 1987 







SIE class 




Soil type 


None and slight 


Moderate and severe 


Total 


2 


126(132.8) 


**10(3.2) 


136 


3 


81(80.0) 


1(2.0) 


82 


13 


1044(1037.7) 


19(25.3) 


1063 


14 


304(298.7) 


* 2(7.3) 


306 


72 


49(50.8) 


3(1.2) 


52 


382 


28(33.2) 


** 6(0.8) 


34 


814 


47(45.9) 


0(1.1) 


47 


Total 


1679 


41 


1720 



X 2 = 59.36 with 6 df 
Conclusion: interaction. 

X 2 .01 = 16.8 x 2 .05 = l 2 -6 

**0bserved value significantly different than expected value (.01) 
♦Observed value significantly different than expected value (.05) 



C-21 



Table C.33 Mine type x soil type (all slopes), 1987 




Mine type 


Soil type LW HER 


Total 



2 22(15.1) 114(120.9) 136 

3 14(9.1) 68(72.9) 82 

13 123(118.0) 940(945.0) 1063 

14 * 19(34.0) 287(272.0) 306 
72 5(5.8) 47(46.2) 52 

382 * 8(3.8) 26(30.2) 34 

814 * 0(5.2) 47(41.8) 47 

Total 191 1529 1720 

X 2 = 25.23 with 6 df 
Conclusion: interaction. 

X 2 .01 - 16.8 X 2 .05 - 12.6 

♦Observed value significantly different than expected value (.05). 



Table C.34 Mine type x soil type (slope 3 or 1), 1987 



Mine type 



Soil type 



LW 


HER 


Total 


22(17.5) 


114(118.5) 


136 


13(10.2) 


66(68.8) 


79 


71(72.2) 


490(488.8) 


561 


** 0(8.0) 


62(54.0) 


62 


5(6.7) 


47(45.3) 


52 


8(4.4) 


26(29.6) 


34 



2 

3 

13 

14 

72 

382 

Total 119 805 924 

X 2 = 15.29 with 5 df 
Conclusion: interaction. 

X 2 .01 = 15.1 X 2 .05 = "-I 

**0bserved value significantly different than expected value (.01). 



C-22 



Table C.35 Mine type x soil type (slope = 1), 1987 




Mine type 


Soil type LW HER 


Total 



2 22(19.5) 114(116.5) 136 

3 * 0(4.7) 33(28.3) 33 

13 27(23.1) 134(137.9) 161 

14 0(1.1) 8(6.9) 8 
72 5(7.0) 44(42.0) 49 

382 6(4.6) 26(27.4) 32 

Total 60 359 419 



X 2 = 9.06 with 5 df 

Conclusion: no significant interaction. 

X 2 .01 = 15 -! X 2 .05 = ".1 

♦Observed value significantly different than expected value (.05) 



Table C.36 SIE class x year, LW mining 



SIE class 1985 1986 1987 Total 

None and slight 102(107) 151(147) 196(194) 449 

Moderate and 

severe 14(9) 8(11) 14(16) 36 

Total 116 159 210 485 

X 2 = 4.209 with 2 df 

X2.01 = 9 - 21 X 2 .05 - 5 - 99 

Conclusion: no significant SIE class x year interaction for LW 
mining. SIE consistent from year to year. 



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Table C.37 SIE class x year, HER mining 



SIE class 1985 1986 1987 Total 



None and slight 977(988) 1451(1458) 1669(1651) 4097 

Moderate and 

severe 44(33) 56(49) * 38(56) 138 

Total 1021 1507 1707 4235 

X 2 = 10.804 with 2 df 

X 2 .01 = 9.21 X 2 .05 " 5.99 

Conclusion: for HER, year x SIE class interaction was noted. 
Frequency of moderate or severe SIE was somewhat less than expected 
in 1987. 

♦Observed value significantly different than expected value (.05). 



C-24 



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