Extended Application of a Marked-Nest Census Method to Examine Seasonal Changes in Habitat Use by Chimpanzees

Size: px
Start display at page:

Download "Extended Application of a Marked-Nest Census Method to Examine Seasonal Changes in Habitat Use by Chimpanzees"

Transcription

1 International Journal of Primatology, Vol. 22, No. 6, December 2001( c 2001) Extended Application of a Marked-Nest Census Method to Examine Seasonal Changes in Habitat Use by Chimpanzees Takeshi Furuichi, 1,3 Chie Hashimoto, 2 and Yasuko Tashiro 2 Received July 27, 2000; accepted October 3, 2000 The Kalinzu Forest Reserve in Uganda comprises various types of vegetation, including mixed mature forest, Parinari-dominated mature and secondary forest, and Musanga-dominated secondary forest. We used a marked-nest census method to examine seasonal changes in chimpanzees use of the different vegetation types. We made 10 parallel line-transects in the study area; they were 5-km long and 500-m apart. During the first 3 4 walks along the transects, we marked all existing nests. We then conducted 10 main censuses of all transects at 15-day intervals, over a total period of about 5 months. In each main census, we recorded all unmarked nests visible from the transects and marked them. When we saw a nest, we searched for neighboring nests of the same age class 30 m of each other, in order to estimate the size and position of nest groups. To improve the accuracy of the estimation of nest density in each census period, we excluded nests that consisted only of brown leaves and corrected the number of nests observed by allowing for the proportion of newly-built nests that would still have green leaves at the next main census. We estimated the population density of chimpanzees in the study area both by the number of individual nests and by the number of nest groups; the two methods gave similar results. We found differences in number of chimpanzees that used different vegetation types in different fruiting seasons, and differences in nest group size related to the different fruiting seasons. KEY WORDS: chimpanzee; seasonality; habitat use; marked-nest census; Kalinzu Forest; Uganda. 1 Laboratory of Biology, Meiji-Gakuin University, Totsuka, Yokohama, , Japan. 2 Primate Research Institute, Kyoto University, Inuyama, Aichi, , Japan. 3 To whom correspondence should be addressed; furuichi@gen.meijigakuin.ac.jp /01/ $19.50/0 C 2001 Plenum Publishing Corporation

2 914 Furuichi, Hashimoto, and Tashiro INTRODUCTION The Kalinzu and the Maramagambo Forests together constitute the largest remaining block of forest in Uganda. Studies of primates in the Kalinzu Forest, including Pan troglodytes, Cercopithecus lhoesti, C. mitis, C. ascanius, Colobus guereza, and Papio anubis, have been undertaken since Hashimoto (1995) reported that the chimpanzee density in the Kalinzu Forest is as high as those at other study sites in Uganda (Kibale Forest: Ghiglieri, 1984; Budongo: Plumptre and Reynolds, 1996), which are in a higher range of chimpanzee densities reported from various sites in Africa. There are various types of vegetation in the Kalinzu Forest, in part as a result of different levels of exploitation by humans (Hashimoto et al., 1999). These range from a secondary forest that was heavily harvested mechanically, to the least disturbed mature forest, where there has been only limited illegal pit-saw logging. As such, Kalinzu Forest presents a valuable opportunity to examine the relationships between human exploitation and ecology of primates. We aimed to establish a method to examine how chimpanzees use the different vegetation types in different seasons. Researchers have used nest-count methods mainly to estimate the overall density of great apes in given areas (Furuichi et al., 1997; Ghiglieri, 1984; Hashimoto, 1995; Plumptre and Reynolds, 1996; Tutin and Fernandez, 1984; White, 1994). They usually involve counting the number of individual nests or nest groups that are visible from transects, and then using parameters such as mean life-span of nests, estimated number of nests built per day per chimpanzee, and proportion of nest-building individuals to the total number of group members to estimate the density. Of these, the mean life-span of nests is very long and quite variable between seasons, and between field sites, which reduces the certainty of density estimation using nest counts. Although Tutin et al. (1995) maintained that the life-span of nests should be estimated individually for each field site, the value given in their study has often been used by other researchers, because it takes a long time to obtain a good site-specific estimate of this parameter. To circumvent this problem, Plumptre and Reynolds (1996) developed a marked-nest census method in a study of chimpanzees in the Budongo Forest, and Hashimoto (1995) developed a similar method in the Kalinzu Forest. They made repeated censuses on the same transects, and counted the number of nests built between two successive censuses. As long as the interval between the two censuses is short enough, we can assume that all nests will remain until the next census, so there is no need to take the life-span of nests into consideration. The marked-nest census method raises another possibility. Because it deals with nests that are built between two successive censuses, the method

3 Examination of Seasonal Changes in Habitat Use by Chimpanzees 915 may be used to estimate the number of chimpanzees that used a certain area within a fixed period. We used the marked-nest census method, with some necessary modification, to investigate seasonal changes in the use of different types of vegetation. Another problem to be decided in nest census methods is whether estimates of density should be based on the number of individual nests or on the number of nest groups. Tutin and Fernandez (1984) recommended estimates based on the number of nest groups, because nests show clumped distribution. Many studies of nest counts estimated the density based on the number of individual nests (Furuichi et al., 1997; Ghiglieri, 1984; Hashimoto, 1995; Plumptre and Reynolds, 1996), while others based their estimation on the number of nest groups (Hashimoto, 1995; Tutin and Fernandez, 1984; White, 1994). In order to solve this problem, we compared results from the two methods applied to the same sample data. METHODS The Kalinzu Forest Reserve is located in western Uganda (30 07 E; 0 17 S) at m above sea level (Hashimoto, 1995; Howard, 1991). It is classified as a medium altitude moist evergreen forest, together with the Kibale Forest (Howard, 1991). There are two rainy seasons mid-march to the end of May; mid-september to the end of December and two dry seasons beginning of January to mid-march; beginning of June to mid- September. Annual rainfall from June 1997 to May 1998 was 1584 mm (Hashimoto et al., 1999). We established 10 parallel main line-transects, each 5 km long and 500 m apart, running from east to west (Fig. 1). We set the west ends of transects T1 and T2 at the boundary between the Kalinzu Forest and the Maramagambo Forest. The east ends of transects T3 T10 are along trails to the north and south of a sawmill. We built an additional rectangular transect, M, of 1.5 km around the sawmill to obtain supplementary data for the Musangadominated secondary forest. Each of the 10 main transects has ten 500-m sections. We established m sections on Transect M. Each of the 103 sections is classified into one of following 4 categories based on a vegetation survey of the trees (Fig. 1, Hashimoto et al., 1999). Mixed mature forest is without a predominant species. Parinari-dominated mature forest is relatively undisturbed forest dominated by Parinari excelsa. Parinari-dominated secondary forest has a similar tree species composition, but was more disturbed by harvesting. Musanga-dominated secondary forest was extensively disturbed by mechanical harvesting in the past, and has a canopy dominated by Musanga leo-errerae.

4 916 Furuichi, Hashimoto, and Tashiro Fig. 1. Line-transects and vegetation type of each 500-m section. We conducted the study from June 1997 to March By October 15, we had walked all of the 11 transects 3 4 times and had marked all of the nests that were visible from the transects using number tags. From October 16, we made repeated main censuses at intervals of about 15 days until March 12. The census of the 11 transects in the latter half of October is the Oct-2 census, that in the first half of November is the Nov-1 census, that in the latter half of November is the Nov-2 census, and so forth. Based on a census of fallen fruits on the same transects, we consider the censuses from Oct-2 to Jan-2 to be in the high-fruiting season, and those from Feb-1 to Mar-1 to be in the low-fruiting season (Furuichi et al., 2001). During the censuses, one of the authors and a local assistant walked in search of nests, at a speed of about 1 km/h. We recorded only nests that were visible from the transects to estimate density based on the number of individual nests. When we located some nests from the transects, however, we searched the area for other neighboring nests that were not visible from the transects in order to determine the size number of nests and geometrical center of nest groups. A nest group is a collection of nests that seemed to have been built in a cluster on the same day, and includes all nests of the same age class that are 30 m from the nearest other nest. We distinguished 6 age classes of nests. Nests in which all leaves were green and fresh are fresh nests. Among fresh nests, ones with feces or urine of

5 Examination of Seasonal Changes in Habitat Use by Chimpanzees 917 the previous night or more recent are fresh-1, and those without new feces or urine are fresh-2. Nests with both green and brown leaves recent. Recent-1 nests have brown or dried green leaves only on the upper part, recent-2 nests consist entirely of mixed green and brown leaves, and recent-3 nests have green leaves only at the bottom. Nests with only brown leaves are old nests. To examine the aging process, we monitored nests that we found as fresh-1 on the main transects (n = 75). We checked their age classes in subsequent censuses, until they disappeared, or until the last Mar-1 census. We also monitored fresh-1 nests on Transect M (n = 53), because there was no fresh-1 nest in the Musanga-dominated secondary forest on the main transects. Following a standard method for line-transect analysis (Buckland, 1985; Buckland et al., 1993; Burnham et al., 1980; Whitesides et al., 1988), We estimated the density of nest-building chimpanzees, ˆD by ˆD = n f 2L ˆ (0) 1 ˆpdt. In the estimation based on the number of nests, n is the number of nests of fresh or recent age classes that were detected from the transects. In the estimation based on the number of nest groups, n is the product of the number of nest groups detected from the transects and the mean nest group size. L is the total length of transects. f ˆ(0) is given by ˆ f (0) = 1/ 0 g(x) dx, wherein detection function g(x) shows the probability that a nest at perpendicular distance x is found by observers walking the transects (Buckland, 1985; Buckland et al., 1993). We determined the detection function by approximation to the frequency distribution of nests, or nest groups, at each distance. We used a computer program Distance 3.5, release 5 developed by Buckland and others to determine the detection functions. ˆp is the proportion of nests remaining until the next census in fresh or recent age classes. d is the number of nests built per day per individual. We set this value at 1.15 ± (SD) per study in the Budongo Forest (Plumptre, 2000; Plumptre and Reynolds, 1997). t is the length of the interval in days between two censuses. This was set to 15.0 ± 2.1 days for the estimation of number of chimpanzees per km 2 who used each vegetation in each period, and to ± 1.7 days for the estimation of density throughout the study period.

6 918 Furuichi, Hashimoto, and Tashiro RESULTS Proportion of Nests Remaining Until the Next Census Figure 2 shows the aging process of the nests that we found as fresh- 1 on the main transects. All of them became fresh-2 or older within one census interval (15 days), but 96% remained as recent-3 or newer. The basic method for the marked-nest count assumes that all existing nests were marked during the first several walks, and therefore assumes that all nests in the main census were made between the first walks and the main census. However, with repeated main censuses, we sometimes found unmarked old nests that were apparently made before the previous main census. To reduce the erroneous count of those overlooked nests, we excluded all old nests from the count, and corrected the count of nests by using an estimated proportion of newly-built nests that remained as recent-3 or newer until the next census. The proportion of the nests remaining as recent-3 or newer is approximated by a half-normal function: r(x) = exp ( ax bx 2 ), wherein x is the number of days from construction (Fig. 3). The proportion of nests that Fig. 2. Aging process of nests along the main transects.

7 Examination of Seasonal Changes in Habitat Use by Chimpanzees 919 Fig. 3. Proportion of nests that remained as recent-3 or newer on the main transects (a) and on Transect M (b). chimpanzees made between two censuses and that remained until the second census is given by ˆp = r(x) dx/ dx. 0 0 Thus, we estimated that the remaining proportion is ± (SD) for the main transects. Estimation of Chimpanzee Density Over the Whole Area Throughout the Study Period In the 10 repeated censuses of 10 main transects, we recorded 715 nests of recent-3 or newer that were visible from the transects. Per Buckland et al. (1993), we pooled all nests found in all repeated main censuses for each transect, so the sample size for the analysis is identical to the number of transects (10). Figure 4 shows the frequency distribution of nests at each perpendicular distance, and a detection function given by the program Distance. The density of nest-building individuals in the whole study area was estimated to be 1.45 ± 0.34 (SD)/km 2 (Table I). If we assume that 82.5%

8 920 Furuichi, Hashimoto, and Tashiro Fig. 4. Detection probability of nests at each perpendicular distance from the main transects. Figures on the bars show the observed number of nests at each distance. of the total population built nests, as in the Budongo Forest (Plumptre and Reynolds, 1996), the density of chimpanzees in the study area is estimated to be 1.76/km 2. For comparison, we also estimated the density over the whole study area based on the number of nest groups. In all censuses, we found 315 nest groups from the main transects, which consist of 1159 nests including ones invisible from the transects, giving a mean nest group size of However, there was a tendency for nest groups located farther from the transects to be larger. Such a tendency seemed to appear because nest groups with more members covered a larger area, so they were more likely to be detected from transects even when their centers were far from the transects. Therefore, the Distance program employed an expected mean group size of 2.71, which was estimated based on a regression of nest group size on detection probability (Buckland et al., 1993). We derived a detection function from the frequency distribution of nest groups at each perpendicular distance between the transects and the geometric center of nest group members. The density estimated by this method is 1.50 ± Thus, there is no significant difference between the estimated population density based on individual nests and that based on nest groups. The following analyses are based on the number of individual nests.

9 Examination of Seasonal Changes in Habitat Use by Chimpanzees 921 Table I. Estimated density of chimpanzees in the whole area and estimated number of chimpanzees that used each vegetation type Estimated density of nest-building Estimated Sample chimpanzees density of Vegetation n L(m) size n/l f ˆ (0) ˆp d t ±SD (1/km 2 ) chimpanzees Whole area , ± (based on the number of (0.226) (0.024) (0.007) (0.041) (0.011) (0.232) individual nests) Whole area 854 a 50, ± (based on the number of (0.224) (0.040) (0.007) (0.041) (0.011) (0.231) nest groups) Mixed mature , ± 1.20 ] 4.96 (0.287) (0.033) (0.007) (0.041) (0.011) (0.293) Parinari-dominated mature , ± (0.502) (0.040) (0.007) (0.04) (0.011) (0.506 Parinari-dominated secondary 57 12, ± 0.12 ] 0.51 (0.276) (0.087) (0.007) (0.041) (0.011) (0.293) Musanga-dominated secondary b 185 3, ± (0.326) (0.046) (0.042) (0.041) (0.011) (0.335) Note: Figures in parentheses are coefficients of variation (CV). We calculated CV in estimated density from those in the five parameters (Plumptre, 2000). a 2.71 (expected mean nest group size) 315 (number of nest groups). This number is larger than 715 because we included nests that were not visible from the transects in the estimation based on the number of nest groups. b Including data from Transect M. Analyses of density in the other vegetation types and in the whole area include data from the main transects only. Significant difference, p < 0.05.

10 922 Furuichi, Hashimoto, and Tashiro Number of Chimpanzees in Each Vegetation Type Throughout the Study Period Each transect incorporated 3 or 4 vegetation types. In estimating the number of chimpanzees per km 2 that used each vegetation type, we took contiguous sections of the same vegetation type on the same transect to be one sample (Fig. 1). Therefore, the sample sizes are 11 for the mixed mature forest, 15 for the Parinari-dominated mature forest, 14 for the Parinaridominated secondary forest, and 4 for the Musanga-dominated secondary forest. We used the supplementary Transect M, which contains 3 sections of Musanga-dominated secondary forest, to estimate the number of chimpanzees in this vegetation type. Thus, the total sample size for the Musangadominated secondary forest is 5 (Table I). As many as 51% of nests in the Musanga-dominated secondary forest were in trees of Musanga leo-errerae and Carapa grandiflora; they decayed much faster than nests in trees of other species. Therefore, we estimated the proportion of nests remaining until the next census ( ˆp) for the Musangadominated secondary forest and other types of vegetation separately (Fig. 3). The estimated proportion for the Musanga-dominated secondary forest is ± (SD), via data from monitoring nests in Transect M. In the main transects, all of the fresh-1 nests were in the other 3 vegetation types, and there is no significant difference among them in the proportion of remaining. Therefore, we used the proportion estimated from the data on the main transects as a common value for the 3 types. We estimated the f ˆ(0) for each vegetation type separately because visibility in the forest varied among them (Table I). The estimated density of chimpanzees is very high in the mixed mature and the Musanga-dominated secondary forests, and low in the Parinaridominated mature and Parinari-dominated secondary forests (Table I). We compared the densities via t-tests without assumption of equal variances (Buckland et al., 1993, p. 89; Plumptre, 2000, appendix I). There are significant differences between the mixed mature and Parinari-dominated mature forests (t cal = 2.8, df = 12.2, p < 0.05), between mixed mature and Parinaridominated secondary forests (t cal = 3.1, df = 10.9, p < 0.05), and between Parinari-dominated secondary and Musanga-dominated secondary forests (t cal = 2.7, df = 4.5, p < 0.05). Seasonal Change of Number of Chimpanzees Who Used Each Vegetation Via the data from the repeated censuses, we estimated the number of chimpanzees that used each type of vegetation in each period. For example,

11 Examination of Seasonal Changes in Habitat Use by Chimpanzees 923 nests found in the Oct-2 census represent use of each vegetation in the midst of October, and those found in the Nov-1 census represent use from the end of October to the beginning of November. Because of the small sample size, we could not obtain good estimates of f ˆ(0) for each vegetation for each period. However, because the Kalinzu Forest is an evergreen forest, visibility in the forest did not change greatly between seasons. We examined the change of f ˆ(0) in each vegetation type by pooling data for the rainy and dry seasons, but there is no significant tendency for decrease in f ˆ(0), i.e., increased visibility, in the dry season. Therefore, for each vegetation type, we used f ˆ(0) estimated from all main censuses (Table I) as a common value throughout the study. Table II shows the seasonal change in number of chimpanzees that used each vegetation type. Because of large errors due to the small sample size in each period, it was difficult to make comparisons among periods. However, there is a marked difference between the high-fruiting season (Oct-2 to Jan-2) and the low-fruiting season (Feb-1 to Mar-1). The number of chimpanzees in the mixed mature forest decreased in the low-fruiting season (t cal = 2.2, df = 12.6, p < 0.05), when it increased in the Musangadominated secondary forest, although the increase is not statistically significant. Seasonal Changes of Nest Group Size in Each Vegetation Type Using data from the repeated main censuses, we also examined seasonal changes in nest group size, which might roughly reflect the size of foraging parties. Nest groups whose geometric center was further from the transects tended to be larger in size (Fig. 5; ANOVA, F = 8.6, df = 5, p < 0.001). In the estimation over the whole area throughout the study period, the Distance program solved this bias via a regression of nest group size on detection probability. However, the number of nest groups for each period in each vegetation type was too small for such analyses. Post hoc analyses on nest group size via Tukey s HSD showed that nest groups are divided into two uniform subgroups; ones 50 m and ones >50 m. Therefore, in this analysis, we excluded nest groups at >50 m. Due to small sample size, we could not detect meaningful changes in nest group size in each vegetation type in each period. However, the nest group size for the whole study area shows significant difference between the high- and low-fruiting seasons (Table II). The standard deviation of nest group size decreased from 5.5 in the high-fruiting season (n = 240) to 1.7 in the low-fruiting season (n = 70)(F = 11.0, df 1 = 239, df 2 = 69, p < 0.001).

12 924 Furuichi, Hashimoto, and Tashiro Table II. Seasonal changes in the number of nest-building chimpanzees and the size of nest groups Census period Vegetation type Oct-2 Nov-1 Nov-2 Dec-1 Dec-2 Jan-1 Jan-2 Feb-1 Feb-2 Mar-1 Highfruiting season Lowfruiting season Difference between seasons Number of Mixed mature p < 0.05 nest-building (5.5) (1.0) (0.8) (2.7) (1.0) (1.6) (2.5) (0.9) (0.8) (0.5) (1.6) (0.5) chimpanzees Parinari-dominated n.s. that used each mature (0.1) (0.3) (1.3) (0.4) (0.9) (0.4) (0.2) (0.4) (0.1) (0.2) (0.4) (0.2) vegetation type Parinari-dominated n.s. secondary (0.1) (0.3) (0.2) (0.1) (0.3) (0.3) (0.7) (0.5) (0.1) (0.3) Musanga-dominated n.s secondary (1.3) (1.2) (1.3) (1.8) (2.3) (3.3) (1.4) (3.7) (2.0) (3.5) (1.1) (2.8) Nest group size Whole study p < area (6.6) (2.6) (4.2) (9.0) (3.4) (4.3) (5.8) (1.7) (2.1) (1.1) (5.5) (1.7) Note: Figures in parentheses are standard errors. Data from Transect M are included only in the Musanga-dominated secondary forest density estimates.

13 Examination of Seasonal Changes in Habitat Use by Chimpanzees 925 Fig. 5. Size of nest groups at each perpendicular distance from the main transects. Figures on the bars show the number of nest groups. Mean size of the nest groups also decreased from 3.8 in the high-fruiting season to 2.0 in the low-fruiting season (t cal = 4.4, df = 307.6, p < 0.001). DISCUSSION Our purpose was to extend the application of nest census as a survey method. Although nest census has been used to estimate the density of chimpanzees in a given area, we could examine seasonal changes of habitat use by the marked-nest count method proposed by Plumptre and Reynolds (1996) and Hashimoto (1995), with some necessary modifications. The first problem was whether we should estimate the density based on the number of individual nests or on the number of nest groups. Tutin and Fernandez (1984) defined a nest group as nests of the same age class that were recorded along a 20 m stretch of a transect. They counted only nests that were visible from transects. However, Buckland et al. (1993) recommended that all members in the group should be counted in the estimation of density based on the number of groups. Therefore, we assumed that all

14 926 Furuichi, Hashimoto, and Tashiro nests of the same age class 30 m of the nearest other nest constitute a nest group, irrespective of the visibility from the transects. To correct for a bias by lower detectability of small nest groups that are far from the transect, we used an expected mean group size that was estimated based on a regression of nest group size on detection probability (Buckland et al., 1993). As a result, the two methods did not show significant difference either in the estimated density or in the standard deviation. So estimation based on individual nests appeared to be an acceptable method when the time required to determine the size and geometric center of each nest group is not available. In the marked-nest census method, Plumptre and Reynolds (1996) and Hashimoto (1995) assumed that all nests made before the first walks had been marked already, and that no newly-built nest would disappear between the first walks and the main census. These assumptions are acceptable if the first walks are repeated several times. With repeated main censuses, we sometimes found old nests that were apparently made before the previous main census because the main census was carried out only once for each transect in each period. Because we dealt with small samples due to the short interval between main censuses, including previously overlooked nests in the analysis seemed to bias considerably the results on seasonal changes in nest density. To moderate this problem, we excluded all old nests from the observation, and corrected the count of observed nests via an expected proportion that newly-built nests remained as recent-3 or newer until the next census. By these modifications of the marked-nest census method, we were able to increase the reliability of estimates of the number of chimpanzees that used each vegetation type in each period. A major problem with this method is sample size. Because the number of nests that were built between two censuses was small, we needed to make the census distance as great as possible. However, censuses of 50-km transects at 15-day intervals was the maximum capability for one team of observers. A length of 50 km is large enough to get a reliable estimation of the number of chimpanzees in each vegetation type throughout the study periods. However, it is too small to estimate the number of chimpanzees in each vegetation type in each period. Therefore, we used the detection functions that were obtained from data for the whole study period in the estimation for each period. Such a treatment is justifiable, because the visibility did not increase in the dry season in the evergreen Kalinzu Forest. Several prior studies revealed changes in ranging or feeding behaviors of chimpanzees in response to the changes of fruit availability (Chapman et al., 1995; Tutin et al., 1997; Wrangham et al., 1991,1996). However, those studies were based on direct observation of chimpanzees, and therefore are limited to a few field sites. Our study, using the marked-nest census method,

15 Examination of Seasonal Changes in Habitat Use by Chimpanzees 927 may open further opportunities for the ecological studies of chimpanzees in various new field sites (Furuichi et al., 2001). ACKNOWLEDGMENTS The Uganda National Council for Science and Technology, the Uganda Forestry Department, and the Uganda Wildlife Authority gave us permission and valuable assistance for the study in the Kalinzu Forest. Mr. M. G. Moses and staff of the Nkombe Forest Station, and Nkombe Sawmill Co. Ltd. helped our study. Dr. T. Kano, Kyoto University, gave us the opportunity to work in the Kalinzu Forest. Prof. T. Nishida, and members of the Primate Research Institute and Laboratory of Human Evolution, Kyoto University gave us valuable advice. We are very grateful to them all. This study was supported by grants under the Monbusho International Scientific Research Program awarded to T. Kano (No ) and to T. Furuichi (No ). REFERENCES Buckland, S. T. (1985). Perpendicular distance models for line transect sampling. Biometrics 41: Buckland, S. T., Anderson, D.R., Burnham, K. P., and Laake, J. L. (1993). Distance Sampling: Estimating Abundance of Biological Populations, Chapman and Hall, London; Reprinted in 1999 by RUWPA, University of St. Andrews, Scotland. Burnham, K. P., Anderson, D. R., and Laake, J. L. (1980). Estimation of density from line transect sampling of biological populations. Wildlife Monogr. 72: Chapman, C. A., Wrangham, R. W., and Chapman, L. J. (1995). Ecological constraints on group size: An analysis of spider monkey and chimpanzee subgroups. Behav. Ecol. Sociobiol. 36: Furuichi, T., Hashimoto, C., and Tashiro, Y. (2001). Fruit availability and habitat use by chimpanzees in the Kalinzu Forest, Uganda: Examination of fallback foods. Int. J. Primatol. 21(6): Furuichi, T., Inagaki, H., and Angoue-Ovono, S. (1997). Population density of chimpanzees and gorillas in the Petit Loango Reserve, Gabon: Employing a new method to distinguish between nests of the two species. Int. J. Primatol. 18: Ghiglieri, M. P. (1984). The Chimpanzees of Kibale Forest. Columbia University Press, New York. Hashimoto, C. (1995). Population census of the chimpanzees in the Kalinzu Forest, Uganda: Comparison between methods with nest counts. Primates 36: Hashimoto, C., Furuichi, T., Tashiro, Y., and Kimura, D. (1999). Vegetation of the Kalinzu Forest, Uganda: Ordination of forest types using principal component analysis. African Study Monogr. 20: Howard, P. C. (1991). Nature Conservation in Uganda s Tropical Forest Reserves. IUCN, Gland, Switzerland. Plumptre, A. J. (2000). Monitoring mammal populations with line transect techniques in African forests. J. Applied Ecol 37: Plumptre, A. J., and Reynolds, V. (1996). Censusing chimpanzees in the Budongo Forest, Uganda. Int. J. Primatol. 17:

16 928 Furuichi, Hashimoto, and Tashiro Plumptre, A. J., and Reynolds, V. (1997). Nesting behavior of chimpanzees: Implications for censuses. Int. J. Primatol. 18: Tutin, C. E. G., and Fernandez, M. (1984). Nationwide census of gorilla (Gorilla g. gorilla) and chimpanzee (Pan t. troglodytes) population in Gabon. Am. J. Primatol. 6: Tutin, C. E. G., Ham, R. M., White, L. J. T., Harrison, M. J. S. (1997). The primate community of the Lopé Reserve, Gabon: Diets, responses to fruit scarcity, and effects on biomass. Am. J. Primatol. 42: Tutin, C. E. G., Parnell, R. J., White, L. J. T., and Fernandez, M. (1995). Nest building by lowland gorillas in the Lopé Reserve, Gabon: Environmental influences and implications for censusing. Int. J. Primatol. 16: White, L. J. T. (1994). Biomass of rain forest mammals in the Lopé Reserve, Gabon. J. Anim. Ecol. 63: Whitesides, G. H., Oates, J. F., Green, S. M., and Kluberdanz, R. P. (1988). Estimating primate densities from transects in a west African rain forest: A comparison of techniques. J. Anim. Ecol. 57: Wrangham, R. W., Chapman, C. A., Clark-Arcadi, A. P., and Isabirye-Basuta, G. (1996). Social ecology of Kanyawara chimpanzees: Implications for understanding the costs of great ape groups. In McGrew, E. W., Marchant, L. F., and Nishida, T. (eds.), Great Ape Societies, Cambridge University Press, Cambridge, pp Wrangham, R. W., Conklin, N. L., Chapman, C. A., Hunt, K. D. (1991). The significance of fibrous foods for Kibale Forest chimpanzees. Phil. Trans. R. Soc. Lond. B. 334:

Estimating Asian Elephant Population in Dindugul, Kodaikanal and Theni Forest Divisions, Western Ghats Tamil Nadu

Estimating Asian Elephant Population in Dindugul, Kodaikanal and Theni Forest Divisions, Western Ghats Tamil Nadu Estimating Asian Elephant Population in Dindugul, Kodaikanal and Theni Forest Divisions, Western Ghats Tamil Nadu A. Kumaraguru 1, K. Karunanithi 2, S. Asokan 2 and N. Baskaran 3 1 CCMB, Mayiladuthurai,

More information

Why Count Birds? (cont.)

Why Count Birds? (cont.) AVIAN CENSUS TECHNIQUES: Why count birds? Descriptive Studies = asks what types of birds occur in a particular habitat? - Provides gross overview of bird occurrence and perhaps a crude estimate of abundance

More information

A Method of Population Estimation: Mark & Recapture

A Method of Population Estimation: Mark & Recapture Biology 103 A Method of Population Estimation: Mark & Recapture Objectives: 1. Learn one method used by wildlife biologists to estimate population size of wild animals. 2. Learn how sampling size effects

More information

How To Study The Horned Guan

How To Study The Horned Guan Distribution, Density and Population Status of the Horned Guan in México. Fernando González-García y Alejandro Abundis First report (Abril 1, 2005) INTRODUCTION The horned guan (Oreophasis derbianus) is

More information

Avian Management Indicator Species on Cimarron and Comanche National Grasslands

Avian Management Indicator Species on Cimarron and Comanche National Grasslands Avian Management Indicator Species on Cimarron and Comanche National Grasslands September 2008 In Cooperation With: Rocky Mountain Bird Observatory PO Box 1232 Brighton, CO 80601-1232 303.659.4348 www.rmbo.org

More information

Smithsonian Books, 2001. 1 Groves, Colin P. Primate Taxonomy. Smithsonian Series in Comparative Evolutionary Biology. Washington, D.C.

Smithsonian Books, 2001. 1 Groves, Colin P. Primate Taxonomy. Smithsonian Series in Comparative Evolutionary Biology. Washington, D.C. Primates at Woodland Park Zoo Pre-visit Information for Teachers If you are planning a field trip to the zoo and wish to have your students focus on or study primates during their zoo visit, this pre-visit

More information

Species-of-the-Week. Blanding s Turtle (Emydoidea blandingii) Species of Special Concern in Michigan

Species-of-the-Week. Blanding s Turtle (Emydoidea blandingii) Species of Special Concern in Michigan Species-of-the-Week Blanding s Turtle (Emydoidea blandingii) Habitat Productive & clean shallow water (soft substrates) = ponds, marshes, swamps, bogs, wet prairies, slow rivers Spring & summer = terrestrial

More information

Monitoring of sea trout post-smolts, 2013

Monitoring of sea trout post-smolts, 2013 Monitoring of sea trout post-smolts, 213 A report to the West Sutherland Fisheries Trust, Report No. WSFT2/14 January 214 Shona Marshall Fisheries Biologist West Sutherland Fisheries Trust Gardeners Cottage

More information

Additional sources Compilation of sources: http://lrs.ed.uiuc.edu/tseportal/datacollectionmethodologies/jin-tselink/tselink.htm

Additional sources Compilation of sources: http://lrs.ed.uiuc.edu/tseportal/datacollectionmethodologies/jin-tselink/tselink.htm Mgt 540 Research Methods Data Analysis 1 Additional sources Compilation of sources: http://lrs.ed.uiuc.edu/tseportal/datacollectionmethodologies/jin-tselink/tselink.htm http://web.utk.edu/~dap/random/order/start.htm

More information

2. Incidence, prevalence and duration of breastfeeding

2. Incidence, prevalence and duration of breastfeeding 2. Incidence, prevalence and duration of breastfeeding Key Findings Mothers in the UK are breastfeeding their babies for longer with one in three mothers still breastfeeding at six months in 2010 compared

More information

Key Words Forest Ecosystem, Carbon Dynamics, Boreal Forests, Tropical Forests, Plots Network

Key Words Forest Ecosystem, Carbon Dynamics, Boreal Forests, Tropical Forests, Plots Network 1 - i Global Environment Research Account for National Institutes Advancement of East Asia Forest Dynamics Plots Network -Monitoring forest carbon cycling for the development of climate change adaptation-(abstract

More information

PLANET EARTH: Seasonal Forests

PLANET EARTH: Seasonal Forests PLANET EARTH: Seasonal Forests Teacher s Guide Grade Level: 6-8 Running Time: 42 minutes Program Description Investigate temperate forests and find some of the most elusive creatures and welladapted plant

More information

BY Maeve Duggan NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE AUGUST 19, 2015 FOR FURTHER INFORMATION ON THIS REPORT:

BY Maeve Duggan NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE AUGUST 19, 2015 FOR FURTHER INFORMATION ON THIS REPORT: NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE AUGUST 19, 2015 BY Maeve Duggan FOR FURTHER INFORMATION ON THIS REPORT: Maeve Duggan, Research Associate Dana Page, Senior Communications Manager

More information

defined largely by regional variations in climate

defined largely by regional variations in climate 1 Physical Environment: Climate and Biomes EVPP 110 Lecture Instructor: Dr. Largen Fall 2003 2 Climate and Biomes Ecosystem concept physical and biological components of environment are considered as single,

More information

THE ECOSYSTEM - Biomes

THE ECOSYSTEM - Biomes Biomes The Ecosystem - Biomes Side 2 THE ECOSYSTEM - Biomes By the end of this topic you should be able to:- SYLLABUS STATEMENT ASSESSMENT STATEMENT CHECK NOTES 2.4 BIOMES 2.4.1 Define the term biome.

More information

RR887. Changes in shift work patterns over the last ten years (1999 to 2009)

RR887. Changes in shift work patterns over the last ten years (1999 to 2009) Health and Safety Executive Changes in shift work patterns over the last ten years (999 to 009) Prepared by Office for National Statistics for the Health and Safety Executive 0 RR887 Research Report Crown

More information

Analysis One Code Desc. Transaction Amount. Fiscal Period

Analysis One Code Desc. Transaction Amount. Fiscal Period Analysis One Code Desc Transaction Amount Fiscal Period 57.63 Oct-12 12.13 Oct-12-38.90 Oct-12-773.00 Oct-12-800.00 Oct-12-187.00 Oct-12-82.00 Oct-12-82.00 Oct-12-110.00 Oct-12-1115.25 Oct-12-71.00 Oct-12-41.00

More information

High Conservation Value Forests 3.1. Old Growth Forests. Management & Monitoring Framework

High Conservation Value Forests 3.1. Old Growth Forests. Management & Monitoring Framework High Conservation Value Forests 3.1 Old Growth Forests Management & Monitoring Framework HCV 3: Forest areas that are in or contain rare, threatened or endangered ecosystems. HCVF 3.1 Old Growth Areas

More information

Bachelor s graduates who pursue further postsecondary education

Bachelor s graduates who pursue further postsecondary education Bachelor s graduates who pursue further postsecondary education Introduction George Butlin Senior Research Analyst Family and Labour Studies Division Telephone: (613) 951-2997 Fax: (613) 951-6765 E-mail:

More information

STANDARDS FOR RANGELAND HEALTH ASSESSMENT FOR SAGEHEN ALLOTMENT #0208

STANDARDS FOR RANGELAND HEALTH ASSESSMENT FOR SAGEHEN ALLOTMENT #0208 STANDARDS FOR RANGELAND HEALTH ASSESSMENT FOR SAGEHEN ALLOTMENT #0208 RANGELAND HEALTH STANDARDS - ASSESSMENT SAGEHEN ALLOTMENT #0208 STANDARD 1 - UPLAND WATERSHED This standard is being met on the allotment.

More information

Threats to tropical forests

Threats to tropical forests Threats to tropical forests and what we can do about it Ryszard Laskowski Institute of Environmental Sciences Jagiellonian University www.eko.uj.edu.pl/laskowski 1/22 Human activities: dangers and hopes

More information

Columbia River Project Water Use Plan. Monitoring Program Terms of Reference LOWER COLUMBIA RIVER FISH MANAGEMENT PLAN

Columbia River Project Water Use Plan. Monitoring Program Terms of Reference LOWER COLUMBIA RIVER FISH MANAGEMENT PLAN Columbia River Project Water Use Plan LOWER COLUMBIA RIVER FISH MANAGEMENT PLAN CLBMON-45 Lower Columbia River Fish Indexing Surveys 31 August 2007 1.0 OVERVIEW LOWER COLUMBIA RIVER FISH MANAGEMENT PLAN

More information

Table A1. To assess functional connectivity of Pacific marten (Martes caurina) we identified three stand types of interest (open,

Table A1. To assess functional connectivity of Pacific marten (Martes caurina) we identified three stand types of interest (open, Supplemental Online Appendix Table A1. To assess functional connectivity of Pacific marten (Martes caurina) we identified three stand types of interest (open, simple, complex) but divided these into subclasses

More information

Vegetation Resources Inventory

Vegetation Resources Inventory Vegetation Resources Inventory Guidelines for Preparing a Project Implementation Plan for Photo Interpretation Prepared by Ministry of Sustainable Resource Management Terrestrial Information Branch for

More information

CALCULATING AVAILABLE FORAGE

CALCULATING AVAILABLE FORAGE CALCULATING AVAILABLE FORAGE Mindy Pratt and G. Allen Rasmussen Range Management Fact Sheet May 2001 NR/RM/03 An important part of calculating Stocking Rate is knowing the amount of available forage you

More information

The importance of using marketing information systems in five stars hotels working in Jordan: An empirical study

The importance of using marketing information systems in five stars hotels working in Jordan: An empirical study International Journal of Business Management and Administration Vol. 4(3), pp. 044-053, May 2015 Available online at http://academeresearchjournals.org/journal/ijbma ISSN 2327-3100 2015 Academe Research

More information

Section 5: Conserve to Enhance Program Goals What is Conserve to Enhance All About?

Section 5: Conserve to Enhance Program Goals What is Conserve to Enhance All About? Section 5: Conserve to Enhance Program Goals What is Conserve to Enhance All About? Conserve to Enhance (C2E) was originally conceptualized as an approach to giving the environment a seat at the table

More information

DYNAMICS OF EMERGENT MACROPHYTES OVERGROWTH IN LAKE ENGURES

DYNAMICS OF EMERGENT MACROPHYTES OVERGROWTH IN LAKE ENGURES Jānis Brižs Latvijas Universitāte, Latvija DYNAMICS OF EMERGENT MACROPHYTES OVERGROWTH IN LAKE ENGURES Abstract Expansion of emergent plants is one of the most important problems of Lake Engures, a Ramsar

More information

Monitoring the Critically Endangered Bird Species (White-shouldered Ibis) in Western Siem Pang Important Bird and Biodiversity Area (IBA)

Monitoring the Critically Endangered Bird Species (White-shouldered Ibis) in Western Siem Pang Important Bird and Biodiversity Area (IBA) Monitoring the Critically Endangered Bird Species (White-shouldered Ibis) in Western Siem Pang Important Bird and Biodiversity Area (IBA) Transboundary Biodiversity Landscapes (TBLs) Knowledge Meeting

More information

A re-assessment of the value of strategies for tracking climatic variation in semi-arid grazing systems

A re-assessment of the value of strategies for tracking climatic variation in semi-arid grazing systems A re-assessment of the value of strategies for tracking climatic variation in semi-arid grazing systems A.W. Illius, J.F. Derry & I.J. Gordon* Institute of Cell, Animal and Population Biology, University

More information

Koala Coast. Koala Population Report 2010. Tomorrow s Queensland: strong, green, smart, healthy and fair

Koala Coast. Koala Population Report 2010. Tomorrow s Queensland: strong, green, smart, healthy and fair Koala Coast Koala Population Report 2010 Tomorrow s Queensland: strong, green, smart, healthy and fair This report has been developed to ensure that the community is kept informed on the status of the

More information

Ecosystems. The two main ecosystem processes: Energy flow and Chemical cycling

Ecosystems. The two main ecosystem processes: Energy flow and Chemical cycling Ecosystems THE REALM OF ECOLOGY Biosphere An island ecosystem A desert spring ecosystem Biosphere Ecosystem Ecology: Interactions between the species in a given habitat and their physical environment.

More information

Peer review on manuscript "Predicting environmental gradients with..." by Peer 410

Peer review on manuscript Predicting environmental gradients with... by Peer 410 Peer review on manuscript "Predicting environmental gradients with..." by Peer 410 ADDED INFO ABOUT FEATURED PEER REVIEW This peer review is written by Dr. Richard Field, Associate Professor of Biogeography

More information

Lesson 3: Fish Life Cycle

Lesson 3: Fish Life Cycle Lesson 3: Fish Life Cycle Activity: Diagram fish life cycle. Grade level: 4-8 Subjects: Science, social studies Setting: Classroom Duration: 50 minutes Key Terms: Fry, life cycle, life history, spawn,

More information

Ecology and Simpson s Diversity Index

Ecology and Simpson s Diversity Index ACTIVITY BRIEF Ecology and Simpson s Diversity Index The science at work Ecologists, such as those working for the Environmental Agency, are interested in species diversity. This is because diversity is

More information

IBADAN STUDY OF AGEING (ISA): RATIONALE AND METHODS. Oye Gureje Professor of Psychiatry University of Ibadan Nigeria

IBADAN STUDY OF AGEING (ISA): RATIONALE AND METHODS. Oye Gureje Professor of Psychiatry University of Ibadan Nigeria IBADAN STUDY OF AGEING (ISA): RATIONALE AND METHODS Oye Gureje Professor of Psychiatry University of Ibadan Nigeria Introduction The Ibadan Study of Ageing consists of two components: Baseline cross sectional

More information

5.0 ENVIRONMENTAL IMPACT ASSESSMENT METHODS

5.0 ENVIRONMENTAL IMPACT ASSESSMENT METHODS 5.0 ENVIRONMENTAL IMPACT ASSESSMENT METHODS The methods that are used to conduct the environmental impact assessment (EIA) of the Project are described in this section. The EIA uses a methodological framework

More information

(Seattle, WA, More than 500,001, Green Seattle Partnership)

(Seattle, WA, More than 500,001, Green Seattle Partnership) (Seattle, WA, More than 500,001, Green Seattle Partnership) Project Summary The Green Seattle Partnership is a collaboration between the City of Seattle, Cascade Land Conservancy and our residents to restore

More information

Objectives. Raster Data Discrete Classes. Spatial Information in Natural Resources FANR 3800. Review the raster data model

Objectives. Raster Data Discrete Classes. Spatial Information in Natural Resources FANR 3800. Review the raster data model Spatial Information in Natural Resources FANR 3800 Raster Analysis Objectives Review the raster data model Understand how raster analysis fundamentally differs from vector analysis Become familiar with

More information

Manipulating feral goat access to water in the Rangelands

Manipulating feral goat access to water in the Rangelands Manipulating feral goat access to water in the Rangelands Russell, B. G. 1, Letnic, M. 2, and Fleming, P. J. S. 3 1 Pest Management Unit, Department of Environment, Climate Change and Water, PO Box 1967,

More information

Great Crested Newt Habitat Suitability Index

Great Crested Newt Habitat Suitability Index Great Crested Newt Habitat Suitability Index Background The Habitat Suitability Index (H) for the great crested newt was developed by Oldham et al. (2000). H scoring systems were originally developed by

More information

Sustainability and Wildlife Conservation Updates: the Malaysian Perspectives

Sustainability and Wildlife Conservation Updates: the Malaysian Perspectives Sustainability and Wildlife Conservation Updates: the Malaysian Perspectives MPOC Reach & Remind Friends of the Industry Seminar: Challenges and Opportunities in 2012 Royale Chulan Hotel 16 January 2012

More information

Ethnicity and Second Generation Immigrants

Ethnicity and Second Generation Immigrants Ethnicity and Second Generation Immigrants Christian Dustmann, Tommaso Frattini, Nikolaos Theodoropoulos Key findings: Ethnic minority individuals constitute a large and growing share of the UK population:

More information

Measurement with Ratios

Measurement with Ratios Grade 6 Mathematics, Quarter 2, Unit 2.1 Measurement with Ratios Overview Number of instructional days: 15 (1 day = 45 minutes) Content to be learned Use ratio reasoning to solve real-world and mathematical

More information

National and Sub-national Carbon monitoring tools developed at the WHRC

National and Sub-national Carbon monitoring tools developed at the WHRC National and Sub-national Carbon monitoring tools developed at the WHRC Nadine Laporte Woods Hole Research Center A. Baccini, W. Walker, S. Goetz, M. Sun, J. Kellndorfer Kigali, 20 th June 2011 Why measuring

More information

How To Calculate Global Radiation At Jos

How To Calculate Global Radiation At Jos IOSR Journal of Applied Physics (IOSR-JAP) e-issn: 2278-4861.Volume 7, Issue 4 Ver. I (Jul. - Aug. 2015), PP 01-06 www.iosrjournals.org Evaluation of Empirical Formulae for Estimating Global Radiation

More information

Global Ecology and Wildlife Conservation

Global Ecology and Wildlife Conservation Vaughan Centre for Lifelong Learning Part-Time Certificate of Higher Education in Global Ecology and Wildlife Conservation Delivered via Distance Learning FAQs What are the aims of the course? This course

More information

Living with Foxes and Skunks Goose Hunting: CWS

Living with Foxes and Skunks Goose Hunting: CWS Ministry of Natural Resources and Forestry Living with Foxes and Skunks Goose Hunting: CWS November 19 th, 2015 Town of Tecumseh Kathryn Markham, A/Management Biologist Steven Rowswell, A/Wildlife Technician

More information

Financial maturity is when the rate of value

Financial maturity is when the rate of value Cutting at Financial Maturity: Maximizing the economic return of your woodland Woodland owners harvest trees for financial and personal reasons. Deciding when is the optimal time to harvest is difficult

More information

Water Footprint Calculations for Pasture Based Beef Production

Water Footprint Calculations for Pasture Based Beef Production Water Footprint Calculations for Pasture Based Beef Production Dr. Horst Jürgen Schwartz Professor (retired), Chair of Livestock Ecology Humboldt University of Berlin Faculty of Agriculture, Institute

More information

In the past decade, U.S. secondary schools have

In the past decade, U.S. secondary schools have Office of Research and Development RN-03, May 1998 Block Schedules and Student Performance on AP Examinations BACKGROUND In the past decade, U.S. secondary schools have introduced a variety of alternative

More information

Tree Condition Survey for Proposed Taplow Footbridge at Ray Mill Island and Taplow Riverside, Mill Lane Taplow, Buckinghamshire

Tree Condition Survey for Proposed Taplow Footbridge at Ray Mill Island and Taplow Riverside, Mill Lane Taplow, Buckinghamshire Tree Condition Survey for Proposed Taplow Footbridge at Ray Mill Island and Taplow Riverside, Mill Lane Taplow, Buckinghamshire Tree Condition Survey for Proposed Taplow Footbridge at Ray Mill Island and

More information

Evaluation of traffic control policy in disaster case. by using traffic simulation model

Evaluation of traffic control policy in disaster case. by using traffic simulation model 19th ITS World Congress, Vienna, Austria, 22/26 October 2012 AP-00345 Evaluation of traffic control policy in disaster case by using traffic simulation model DAISUKE OSHIMA 1*, SHINJI TANAKA 2, TAKASHI

More information

A Most Colorful Mammal by Guy Belleranti

A Most Colorful Mammal by Guy Belleranti Name: In the tropical rainforests of western Africa lives a mammal with a most colorful face and rump. This mammal is the mandrill, the world's largest monkey. The skin on a male mandrill's face has a

More information

Evaluation of Forest Road Network Planning According to Environmental Criteria

Evaluation of Forest Road Network Planning According to Environmental Criteria American-Eurasian J. Agric. & Environ. Sci., 9 (1): 91-97, 2010 ISSN 1818-6769 IDOSI Publications, 2010 Evaluation of Forest Road Network Planning According to Environmental Criteria Amir Hosian Firozan,

More information

Sullivan s Island Bird Banding and Environmental Education Program. Sarah Harper Díaz, MA and Jennifer Tyrrell, MS

Sullivan s Island Bird Banding and Environmental Education Program. Sarah Harper Díaz, MA and Jennifer Tyrrell, MS Sullivan s Island Bird Banding and Environmental Education Program Sarah Harper Díaz, MA and Jennifer Tyrrell, MS I. Introduction The Sullivan s Island Bird Banding and Environmental Education Program

More information

El Niño-Southern Oscillation (ENSO): Review of possible impact on agricultural production in 2014/15 following the increased probability of occurrence

El Niño-Southern Oscillation (ENSO): Review of possible impact on agricultural production in 2014/15 following the increased probability of occurrence El Niño-Southern Oscillation (ENSO): Review of possible impact on agricultural production in 2014/15 following the increased probability of occurrence EL NIÑO Definition and historical episodes El Niño

More information

The Climate of Oregon Climate Zone 2 Willamette Valley

The Climate of Oregon Climate Zone 2 Willamette Valley /05 E-55 No. ci oi Unbound issue e2_, Does not circulate Special Report 914 May 1993 The Climate of Oregon Climate Zone 2 Property of OREGON STATE UNIVERSITY Library Serials Corvallis, OR 97331-4503 Agricultural

More information

Comparison of Logging Residue from Lump Sum and Log Scale Timber Sales James O. Howard and Donald J. DeMars

Comparison of Logging Residue from Lump Sum and Log Scale Timber Sales James O. Howard and Donald J. DeMars United States Department of Agriculture Forest Service Pacific Northwest Forest and Range Experiment Station Research Paper PNW-337 May 1985 Comparison of Logging Residue from Lump Sum and Log Scale Timber

More information

TFL 55 CHANGE MONITORING INVENTORY SAMPLE PLAN

TFL 55 CHANGE MONITORING INVENTORY SAMPLE PLAN TFL 55 CHANGE MONITORING INVENTORY SAMPLE PLAN Prepared for: Mike Copperthwaite, RPF Louisiana-Pacific Canada Ltd. Malakwa, BC Prepared by: Timberline Natural Resource Group Ltd. Kamloops, BC Project Number:

More information

The LAndscape Management Policy Simulator (LAMPS) Pete Bettinger Department of Forest Resources Oregon State University

The LAndscape Management Policy Simulator (LAMPS) Pete Bettinger Department of Forest Resources Oregon State University The LAndscape Management Policy Simulator (LAMPS) Pete Bettinger Department of Forest Resources Oregon State University CLAMS Landscape Planning and Analysis Process Existing forest inventories Management

More information

TOPIC: CLOUD CLASSIFICATION

TOPIC: CLOUD CLASSIFICATION INDIAN INSTITUTE OF TECHNOLOGY, DELHI DEPARTMENT OF ATMOSPHERIC SCIENCE ASL720: Satellite Meteorology and Remote Sensing TERM PAPER TOPIC: CLOUD CLASSIFICATION Group Members: Anil Kumar (2010ME10649) Mayank

More information

Descriptive Statistics

Descriptive Statistics Descriptive Statistics Primer Descriptive statistics Central tendency Variation Relative position Relationships Calculating descriptive statistics Descriptive Statistics Purpose to describe or summarize

More information

AP Biology Unit I: Ecological Interactions

AP Biology Unit I: Ecological Interactions AP Biology Unit I: Ecological Interactions Essential knowledge 1.C.1: Speciation and extinction have occurred throughout the Earth s history. Species extinction rates are rapid at times of ecological stress.

More information

MAINTAINING BIOLOGICAL DIVERSITY

MAINTAINING BIOLOGICAL DIVERSITY APPROACHES TO MAINTAINING BIOLOGICAL DIVERSITY IN BRITISH COLUMBIA S FORESTS An Introduction for Resource Managers The Centre for Applied Conservation Biology University of British Columbia Province of

More information

Effects of offshore wind farms on birds

Effects of offshore wind farms on birds AARHUS VERSITY DEPARTMENT OF BIOSCIENCE 11. OCTOBER 2012 Effects of offshore wind farms on birds Ib Krag Petersen, Anthony D. Fox, Mark Desholm, Johnny Kahlert and Thomas K. Christensen Department of Bioscience

More information

Wetland Mapping using High resolution Satellite Images in the Jaffna Peninsula

Wetland Mapping using High resolution Satellite Images in the Jaffna Peninsula Proceedings of Jaffna University International Research Conference (JUICE-2012), pp. 296-300, published: March 2014, Sri Lanka Wetland Mapping using High resolution Satellite Images in the Jaffna Peninsula

More information

OFFICE OF THE PRESIDENT SPECIAL PROGRAMMES ARID LANDS RESOURCE MANAGEMENT PROJECT II

OFFICE OF THE PRESIDENT SPECIAL PROGRAMMES ARID LANDS RESOURCE MANAGEMENT PROJECT II OFFICE OF THE PRESIDENT SPECIAL PROGRAMMES ARID LANDS RESOURCE MANAGEMENT PROJECT II DROUGHT MONTHLY BULLETIN FOR NOVEMBER 26 KAJIADO DISTRICT WARNING STAGES Livelihood Zone Warning stage Trend Pastoral-all

More information

.FOR. Forest inventory and monitoring quality

.FOR. Forest inventory and monitoring quality .FOR Forest inventory and monitoring quality FOR : the asset to manage your forest patrimony 2 1..FOR Presentation.FOR is an association of Belgian companies, created in 2010 and supported by a university

More information

Fire, Forest History, and Ecological Restoration of Ponderosa Pine Forests at Mount Rushmore, South Dakota

Fire, Forest History, and Ecological Restoration of Ponderosa Pine Forests at Mount Rushmore, South Dakota Fire, Forest History, and Ecological Restoration of Ponderosa Pine Forests at Mount Rushmore, South Dakota Restoration uses the past not as a goal but as a reference point for the future...it is not to

More information

CyberTracker. Step-by-Step Tutorial. How to Customise a Wildlife Monitoring Application

CyberTracker. Step-by-Step Tutorial. How to Customise a Wildlife Monitoring Application CyberTracker Step-by-Step Tutorial How to Customise a Wildlife Monitoring Application This tutorial will demonstrate how to customise a CyberTracker Wildlife Monitoring and Line Transect Survey Application.

More information

Importance of forestry reserves to the regulation of water quality and microalgae structure of temporary ponds in Burkina Faso (West Africa)

Importance of forestry reserves to the regulation of water quality and microalgae structure of temporary ponds in Burkina Faso (West Africa) Importance of forestry reserves to the regulation of water quality and microalgae structure of temporary ponds in Burkina Faso (West Africa) Bilassé ZONGO, Frédéric ZONGO and Joseph I. BOUSSIM Laboratory

More information

Use of Human Big Data to Help Improve Productivity in Service Businesses

Use of Human Big Data to Help Improve Productivity in Service Businesses Hitachi Review Vol. 6 (216), No. 2 847 Featured Articles Use of Human Big Data to Help Improve Productivity in Service Businesses Satomi Tsuji Hisanaga Omori Kenji Samejima Kazuo Yano, Dr. Eng. OVERVIEW:

More information

2. THE ECONOMIC BENEFITS OF EDUCATION

2. THE ECONOMIC BENEFITS OF EDUCATION 2. THE ECONOMIC BENEFITS OF EDUCATION How much more do tertiary graduates earn? How does education affect employment rates? What are the incentives for people to invest in education? What are the incentives

More information

Introduction: Growth analysis and crop dry matter accumulation

Introduction: Growth analysis and crop dry matter accumulation PBIO*3110 Crop Physiology Lecture #2 Fall Semester 2008 Lecture Notes for Tuesday 9 September How is plant productivity measured? Introduction: Growth analysis and crop dry matter accumulation Learning

More information

Students summarize a data set using box plots, the median, and the interquartile range. Students use box plots to compare two data distributions.

Students summarize a data set using box plots, the median, and the interquartile range. Students use box plots to compare two data distributions. Student Outcomes Students summarize a data set using box plots, the median, and the interquartile range. Students use box plots to compare two data distributions. Lesson Notes The activities in this lesson

More information

CLIMATE CHANGE & FORESTS; STATUS OF SCIENCE, POLICY & RESEARCH. Prof. Ravindranath Indian Institute of Science Bangalore

CLIMATE CHANGE & FORESTS; STATUS OF SCIENCE, POLICY & RESEARCH. Prof. Ravindranath Indian Institute of Science Bangalore CLIMATE CHANGE & FORESTS; STATUS OF SCIENCE, POLICY & RESEARCH Prof. Ravindranath Indian Institute of Science Bangalore Forests and climate change 1. Deforestation and land use change contribute to CO

More information

CHAPTER 20 COMMUNITY ECOLOGY

CHAPTER 20 COMMUNITY ECOLOGY CHAPTER 20 COMMUNITY ECOLOGY MULTIPLE CHOICE 1. The relationship between a predator and its prey is best illustrated by a. a snake eating a bird. c. a lion eating a zebra. b. a fox eating a mouse. d. a

More information

Setline survey-based apportionment estimates

Setline survey-based apportionment estimates Setline survey-based apportionment estimates Raymond A. Webster and Ian J. Stewart Abstract Setline survey weight per unit effort (WPUE) of halibut is used to estimate how the coastwide stock is distributed

More information

USE OF REMOTE SENSING FOR MONITORING WETLAND PARAMETERS RELEVANT TO BIRD CONSERVATION

USE OF REMOTE SENSING FOR MONITORING WETLAND PARAMETERS RELEVANT TO BIRD CONSERVATION USE OF REMOTE SENSING FOR MONITORING WETLAND PARAMETERS RELEVANT TO BIRD CONSERVATION AURELIE DAVRANCHE TOUR DU VALAT ONCFS UNIVERSITY OF PROVENCE AIX-MARSEILLE 1 UFR «Sciences géographiques et de l aménagement»

More information

A Study to Predict No Show Probability for a Scheduled Appointment at Free Health Clinic

A Study to Predict No Show Probability for a Scheduled Appointment at Free Health Clinic A Study to Predict No Show Probability for a Scheduled Appointment at Free Health Clinic Report prepared for Brandon Slama Department of Health Management and Informatics University of Missouri, Columbia

More information

A. GULF OF MAINE HADDOCK ASSESSMENT SUMMARY FOR 2014

A. GULF OF MAINE HADDOCK ASSESSMENT SUMMARY FOR 2014 A. GULF OF MAINE HADDOCK ASSESSMENT SUMMARY FOR 2014 State of Stock: The Gulf of Maine haddock (Melanogrammus aeglefinus) stock is not overfished and overfishing is not occurring in 2013 (Figure A1). Spawning

More information

AN ANALYSIS OF THE ADVANCE MONTHLY RETAIL SALES SURVEY

AN ANALYSIS OF THE ADVANCE MONTHLY RETAIL SALES SURVEY AN ANALYSIS OF THE ADVANCE MONTHLY RETAIL SALES SURVEY Julia L. Bienias, William Davie, Jr., Howard Hogan, Carl A. Konschnik, Bureau of the Census Carl A. Konschnik, Bureau of the Census, Washington, DC

More information

A Rancher s Guide for Monitoring Elk, Deer and Pronghorn Antelope Populations

A Rancher s Guide for Monitoring Elk, Deer and Pronghorn Antelope Populations M O N T G U I D E MT 9516 Agriculture A Rancher s Guide for Monitoring Elk, Deer and Pronghorn Antelope Populations by James E. Knight, Extension Wildlife Specialist Much emphasis is put on the positive

More information

LAND USE, LAND COVER AND SOIL SCIENCES Vol. V Desertification and Deforestation in Africa - R. Penny DESERTIFICATION AND DEFORESTATION IN AFRICA

LAND USE, LAND COVER AND SOIL SCIENCES Vol. V Desertification and Deforestation in Africa - R. Penny DESERTIFICATION AND DEFORESTATION IN AFRICA DESERTIFICATION AND DEFORESTATION IN AFRICA R. Penny Environmental and Developmental Consultant/Practitioner, Cape Town, South Africa Keywords: arid, semi-arid, dry sub-humid, drought, drylands, land degradation,

More information

OUTLIER ANALYSIS. Data Mining 1

OUTLIER ANALYSIS. Data Mining 1 OUTLIER ANALYSIS Data Mining 1 What Are Outliers? Outlier: A data object that deviates significantly from the normal objects as if it were generated by a different mechanism Ex.: Unusual credit card purchase,

More information

RARE PLANTS AND BOTANICALLY SIGNIFIGANT ASSEMBLAGES

RARE PLANTS AND BOTANICALLY SIGNIFIGANT ASSEMBLAGES Guidelines for Rare Plant Surveys Edited by Diana Bizecki Robson INTRODUCTION With the recent protection of some of Saskatchewan s rare plants under The Wildlife Act, industry will be required to conduct

More information

Private Sector Employment Indicator, Quarter 1 2015 (February 2015 to April 2015)

Private Sector Employment Indicator, Quarter 1 2015 (February 2015 to April 2015) STATISTICAL RELEASE Date: 14 July 2015 Status: Experimental Official Statistics Coverage: England; Regions Private Sector Employment Indicator, Quarter 1 2015 (February 2015 to April 2015) 1. Introduction

More information

African Elephant (Loxondonta africana)

African Elephant (Loxondonta africana) African Elephant (Loxondonta africana) Further Details on Data Used for the Global Assessment For the 2004 assessment, current generation data were obtained from the African Elephant Status Report 2002

More information

1. Status and Trends

1. Status and Trends Analysis of Butterfly Survey Data and Methodology from San Bruno Mountain Habitat Conservation Plan (1982 2000) 1. Status and Trends Travis Longcore Christine S. Lam John P. Wilson University of Southern

More information

The importance of Lebanon for the migratory soaring birds & the flyway. April 2012. Bassima Khatib SPNL Assistant Director General

The importance of Lebanon for the migratory soaring birds & the flyway. April 2012. Bassima Khatib SPNL Assistant Director General The importance of Lebanon for the migratory soaring birds & the flyway April 2012 Bassima Khatib SPNL Assistant Director General Outline Who is SPNL? IBA programme Importance of Lebanon for migratory soaring

More information

The Role of SPOT Satellite Images in Mapping Air Pollution Caused by Cement Factories

The Role of SPOT Satellite Images in Mapping Air Pollution Caused by Cement Factories The Role of SPOT Satellite Images in Mapping Air Pollution Caused by Cement Factories Dr. Farrag Ali FARRAG Assistant Prof. at Civil Engineering Dept. Faculty of Engineering Assiut University Assiut, Egypt.

More information

Ashley Institute of Training Schedule of VET Tuition Fees 2015

Ashley Institute of Training Schedule of VET Tuition Fees 2015 Ashley Institute of Training Schedule of VET Fees Year of Study Group ID:DECE15G1 Total Course Fees $ 12,000 29-Aug- 17-Oct- 50 14-Sep- 0.167 blended various $2,000 CHC02 Best practice 24-Oct- 12-Dec-

More information

Available study programs at Czech University of Life Sciences Prague

Available study programs at Czech University of Life Sciences Prague EU subject code University subject Name of course/program Mobility Language Homepage 1,1 1,1 Environmental Engineering in Agriculture II Rural Communication and Extension 1,1 Tropical Forestry and Agroforestry

More information

Revising the Nantahala and Pisgah Land Management Plan Preliminary Need to Change the Existing Land Management Plan

Revising the Nantahala and Pisgah Land Management Plan Preliminary Need to Change the Existing Land Management Plan Revising the Nantahala and Pisgah Land Management Plan Preliminary Need to Change the Existing Land Management Plan Throughout the Plan 1. There is a fundamental need for the revised plan to address how

More information

The performance of immigrants in the Norwegian labor market

The performance of immigrants in the Norwegian labor market J Popul Econ (1998) 11:293 303 Springer-Verlag 1998 The performance of immigrants in the Norwegian labor market John E. Hayfron Department of Economics, University of Bergen, Fosswinckelsgt. 6, N-5007

More information

Application. Outline. 3-1 Polynomial Functions 3-2 Finding Rational Zeros of. Polynomial. 3-3 Approximating Real Zeros of.

Application. Outline. 3-1 Polynomial Functions 3-2 Finding Rational Zeros of. Polynomial. 3-3 Approximating Real Zeros of. Polynomial and Rational Functions Outline 3-1 Polynomial Functions 3-2 Finding Rational Zeros of Polynomials 3-3 Approximating Real Zeros of Polynomials 3-4 Rational Functions Chapter 3 Group Activity:

More information

SKYE & LOCHALSH ECONOMIC UPDATE OCTOBER 2003

SKYE & LOCHALSH ECONOMIC UPDATE OCTOBER 2003 NETWORK ECONOMIC INFORMATION SKYE & LOCHALSH ECONOMIC UPDATE OCTOBER 2003 HIGHLIGHTS The population of Skye & Lochalsh in 2001 was 12,136, an increase of 3.2% from 1991 and higher than the growth of 0.8%

More information

Age/sex/race in New York State

Age/sex/race in New York State Age/sex/race in New York State Based on Census 2010 Summary File 1 Jan K. Vink Program on Applied Demographics Cornell University July 14, 2011 Program on Applied Demographics Web: http://pad.human.cornell.edu

More information

Seattle Comprehensive Plan: Toward a Sustainable Seattle Evaluation

Seattle Comprehensive Plan: Toward a Sustainable Seattle Evaluation Plan Analysis for UAP 5794 Sustainability Planning Lab Seattle Comprehensive Plan: Toward a Sustainable Seattle Evaluation Kaitlen Scanlon March 26, 2011 Table of Contents City Context Information... 2

More information