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Forest harvesting impacts on microclimate conditions and sediment transport activities in a humid periglacial environment

Sediment transport activities in periglacial environments are controlled by microclimate conditions (i.e., air and ground temperatures, throughfall), which are highly affected by vegetation cover. Thus, there is the possibility that forest harvesting, the most dramatic change to vegetation cover in mountain areas, may severely impact sediment transport activities in periglacial areas (i.e., soil creep, dry ravel). In this study, we investigated changes in sediment transport activities following forest harvesting in steep artificial forests located in a humid periglacial area of the southern Japanese Alps. In the southern Japanese Alps, rainfall is abundant in summer and autumn, and winter air temperatures frequently rise above and fall below 0. Our monitoring by time lapse cameras revealed that gravitational transport processes (e.g., frost creep and dry ravel) dominate during the freeze–thaw season, while rainfall-induced processes (surface erosion and soil creep) occur during heavy rainfall seasons. Canopy removal by forest harvesting increased the winter diurnal ground surface temperature range from 2.7 to 15.9 C. Forest harvesting also increased the diurnal range of net radiation and ground temperature, and decreased the duration of snow cover. Such changes in the microclimate conditions altered the type of winter soil creep from frost creep to diurnal needle-ice creep. Winter creep velocity of ground surface sediment in the harvested site (> 2 mm day−1 on the days with frost heave) was significantly higher than that in the non-harvested site (generally < 1 mm day−1). Meanwhile, sediment flux on the hillslopes, as observed by sediment traps, decreased in the harvested site. Branches of harvested trees left on the hillslopes captured sediment moving downslope. In addition, the growth of understories after harvesting possibly reduced surface erosion. Consequently, removal of the forest canopy by forest harvesting directly impacts the microclimate conditions (i.e., diurnal range of ground temperature and net radiation, duration of snow cover) and increases frequency and velocity of periglacial soil creep, while sediment flux on hillslopes is decreased by branches left on the hillslopes and recovery of understories. The impact of forest harvesting on sediment transport activity is seasonally variable in humid periglacial areas, because microclimate conditions relevant to both freeze– thaw processes and precipitation-induced processes control sediment transport.


Introduction
Sediment transport activities in the periglacial environment are controlled by a hillslopes microclimate conditions (i.e., air and ground temperatures, throughfall), which are highly affected by vegetation cover (Matsuoka, 2001;Boelhouwers et al., 2000;Harris et al., 2008b;Ueno et al., 2015). Thus, there is the possibility that forest harvesting, the most dramatic change to vegetation cover in mountain areas (Imaizumi et al., 2012;Goetz et al., 2015), may severely impact sediment transport 5 activities in periglacial areas (i.e., soil creep, dry ravel). Knowledge of the effects of forest harvesting on sediment transport activities is needed to develop better mitigation measures for preventing sediment disasters.
Previous studies emphasized that vegetation cover, especially a forest canopy, controls microclimate conditions on mountain hillslopes. Tree crowns intercept precipitation (Xiao et al., 2000;Fan et al., 2014) and also control net radiation and ground surface temperature (Ueno et al., 2010;Ueno et al., 2015). Sediment transport triggers, such as changes in soil moisture, 10 generation of overland flow, and freeze-thaw of ground water, are affected by these microclimate conditions (Wainwright et al., 2000;Gray et al., 2002;Ueno et al., 2015). Therefore, removal of the canopy by forest harvesting alters sediment transport opportunities via changes to the microclimate conditions. Sediment transport activity is also controlled physically by forest components (e.g., understory, tree roots, and woody debris).
Mountain hillslopes are generally formed by a combination of various types of sediment transport processes (Roberts and 20 Church, 1986;Benda, 1990;Imaizumi et al., 2017). However, the majority of studies on the relationship between vegetation condition and sediment transport activities have focused on a single sediment transport process (Miyata et al., 2009;Borrelli et al., 2015;Goetz et al., 2015). Sediment transport processes triggered by rainfall, such as surface erosion and landslides, are active in areas with abundant rainfall (Miyata et al., 2009;Fiorucci et al., 2011), while those triggered by freeze-thaw are active in cold environments (Matsuoka, 2001;Boelhouwers et al., 2000;Boelhouwers et al., 2003;Harris et al., 2008b). In humid 25 periglacial areas, both rainfall and freeze-thaw activities highly affect sediment transport processes (Imaizumi et al., , 2017. Therefore, the effect of forest harvesting on sediment transport activities possibly changes seasonally, depending on the trigger mechanism and the predominant type of sediment transport. The Southern Japanese Alps is characterized as being a humid periglacial area because of abundant annual precipitation (>2500 mm) and frequent winter freeze-thaw cycles, especially in mid elevation mountain ranges (e.g., 1000 to 2000 30 m) (Imaizumi et al., 2006;Imaizumi et al., 2017). Gravitational sediment transport processes (e.g., soil creep and dry ravel), which have been poorly studied in relation to vegetation change, are more important sediment transport processes than surface wash because of the steep terrain (Imaizumi et al., 2017). Over 80% of the Southern Japanese Alps consists of cold temperate natural forests and conifer artificial forests. Social demand for forest harvesting has been increasing in Japan as artificial forests, which were vigorously replanted in 1960' and 1970', have matured and become a recyclable and domestically producible resource. Ueno et al. (2015) showed that the type of winter solifluction changes from frost creep to needle-ice creep following forest harvesting in the Southern Japanese Alps, because of changes in the net radiation and ground temperature. However, their interpretation of the sediment transport process is limited to winter frost heave and solifluction on a micro scale (e.g., < 5 1 m 2 ). Post-harvesting sediment transport processes during heavy rainfall events (generally from June to October), which are also an important climatic characteristic in this area (Imaizumi et. al., 2006;Imaizumi et al., 2017), should be assessed to evaluate the overall impact of forest management. Additionally, the effect of changes in the ground surface conditions after forest harvesting (e.g., residual branches of harvested trees, growth of understories) on sediment transport processes has not been understood sufficiently. 10 The aim of this study is to clarify the impacts of forest harvesting on microclimate conditions and sediment transport processes throughout the year in a humid periglacial area. We studied seasonal changes in the impact of forest harvesting on microclimate conditions (i.e., radiation, ground temperature, throughfall, freeze-thaw of ground water) and sediment transport (i.e., soil creep, dry ravel, surface erosion) by intensive and comprehensive monitoring of harvested and non-harvested forests in the Southern Japanese Alps. 15

Study site
The study site was set in Ikawa University Forest, University of Tsukuba, located on the southern side of the Southern Japanese Alps, central Japan (Fig. 1). The geology consists of alternating sandstone and shale layers covered by brown forest soil and podzol. Annual precipitation is high (an annual average of 2800 mm from 1993 to 2002; Imaizumi et al., 2010) because the area lies in the East Asia Summer Monsoon region. Heavy rainfall events (daily rainfall >100 mm day -1 ) mainly occur in 20 the summer months (June to October) due to the activities of the Baiyu front and typhoons. Radiative cooling in the morning is significant in winter, as skies are clear for long periods (Ueno et al., 2015). Winter snowfall occurs sporadically in highelevation areas from December to March due to passing extratropical cyclones that account for about 15% of the total annual precipitation, but plays an important role in changing the ground surface condition via snow cover (Ueno et al., 2015). Surface air temperatures frequently rise above and fall below 0 degrees during the winter, even at around 1200 a.s.l. (Ueno et al., 2015;25 Imaizumi et al., 2017).
The study site was 1.5 ha and faced west at 1180-1310 m a.s.l. in the University Forest (Fig. 1). Japanese cypress (evergreen needle leaf) trees were planted over the study site in 1975. Annual herbaceous plants (e.g., Leucosceptrum and fern) covered 0 to 20 % of the ground surface before forest harvesting (Fig. 1c). A 0.87-ha area in the upper part of the study area, called clear-cut (CC) site in this study, was harvested during March-September 2012 (Ueno et al., 2015). Logging was conducted by 30 skyline yarding to avoid damaging the slope surface by dragging logs. After clear-cutting, branches of harvested trees were piled up in lines parallel to the contour lines with spacings of 5 to 10 m (Fig. 1b). This work aimed to prepare the environment for revegetation and is common in Japan. After clear-cutting, Japanese cypress trees were replanted in spring 2013. Herbaceous plants (e.g., Japanese knotweed, artemisia, brambles, and thistle) covered more than 90% of the ground by July 2013 (Fig. 1d).
No forest management was conducted in the lower part of the study site, which is called the non-cutting (NC) site. We tried to select a control site, NC, with as similar tree and topographic conditions as possible, however, the slope gradient at site CC (35-45°) was slightly greater than that at site NC (30-40°, Table 1). 5 We set up three monitoring plots corresponding to the small-scale topography in the CC site (CCR, CCS, and CCV at ridge, straight, and valley shaped cross-sectional topographies, respectively) and two monitoring plots in the NC site (NCR and NCS at ridge and straight shaped cross-sectional topographies, respectively (Fig. 1, Table 1). The contributing area of plots at ridge shaped slopes (CCR and NCR) were smallest in size while the valley shaped slope (CCV) was the largest in size. Grain size at plot CCV was clearly larger than at the other plots due to the accumulation of boulders transported as rockfall and dry ravel 10 from the upper slopes (Fig. 2).  Rainfall at both sites (CC and NC) was observed using tipping bucket rain gauges (0.2 mm for one tip) without a heating 10 system. Rainfall monitoring in site NC was suspended for several months due to troubles with the monitoring system (bad electrical connections, choking of the rain gauge by leaf fall, troubles with the data logger) in the summers of 2013 and 2014.
In addition, there were some other short intermissions (duration of < 1 month) in both sites due to mechanical troubles. In this study, rainfall data for both sites for the periods without monitoring intermissions were used to interpret the differences in throughfall between harvested and non-harvested areas. Gross rainfall was monitored at 1-minute intervals at site MU (1060 15 m a.s.l.), located 1 km south west of the study site.
To evaluate the precise radiation budget at the surface, four radiation components were measured using radiometers, which were attached to a horizontal metal pipe 2.0 m above the ground (Fig. 1c). The ground surface temperature was estimated from upward longwave radiation using the Stefan-Boltzmann law. The ground surface temperature was also observed by temperature data loggers, which were covered by small cobbles to prevent being directly hit by solar insolation, as a backup 20 to the radiometers. Because the temperature measured by temperature data loggers has a lower spatial representation than the upward longwave radiometers, temperatures estimated from upward longwave radiation were preferentially used in our analysis. The ground surface temperature in the period without radiometer data was estimated by substituting temperature from temperature loggers into the regression equations obtained from periods when radiometer data was available. Ground temperatures at 0.05, 0.15, and 0.30 m depths were monitored by thermocouples. Snow depth was observed by ultrasonic 25 sensors, which were installed on poles at heights of about 1.7 m and measured the distance between the snow surface (ground surface in snow-free periods) and the sensors. Air temperature was observed by thermo-hygrographs.

Frost heave and soil creep velocity 5
The occurrence of frost heave was detected by extensometers and TLCs. The main body of the extensometer was fixed to a metal beam located 0.4 m above the ground surface. At the lower end of the extensometer, a detection part extended down and was attached to the ground surface. The output voltage was converted to displacement (along a line running perpendicular to the ground surface) using a calibration formula specific to each sensor. The biases caused by temperature changes in the nonfreezing periods were corrected for using air temperature monitored at both sites. However, a maximum bias, due to changes 10 in the air temperature, of 5.0 mm remained in site CC following correction equations as a result of large diurnal changes in air temperature.
Time lapse cameras (TLCs) were set 0.2 m above the ground after forest harvesting (in November 2012), and photographed the ground surface around the extensometers in the daytime. Temporal changes in the ground surface level were interpreted by image analyses using scales placed on the ground surface. Frost heave values observed by the extensometers were generally 15 lower than those from the camera images because of penetration of the head of the detection part into the loose ground surface. Therefore, we converted the displacement values recorded by the extensometers to actual displacement by applying the calculated relationship between the displacement recorded by the extensometers and that from the camera images. Velocity of the ground surface sediment in the slope direction associated with the soil creep was estimated by comparing the location of at least three pebbles on the ground surface in images. In site CC, images in the period June 23 to December 1, 2012, and after covered by living and dead grasses. Data at site NC is not available in the period May 11 to July 29, 2014, due to TLC mechanical trouble and loss of data due to a crash of the digital storage. Because of limitations in the resolution of camera images (about 1 to 1.5 mm/pixel in the study area), we were only able to identify frost heave and soil creep with a displacement of > 1-2 mm.

Sediment flux 5
Sediment traps were installed at all five monitoring plots to record the sediment flux by ground surface and near-surface processes, such as soil creep, dry ravel, rockfall, and surface erosion. The locations of all sediment traps in site CC were over 5 m away from branches piled up by the forestry operation, because sediment flux just below the piled branches was likely to be lower than the surroundings. Vertical wire meshes (1.75 m wide) were secured on the hillslope using steel bars (Figs. 1c, 3). Synthetic sheets were placed on the upslope side of the wire mesh and adjacent to the ground surface to facilitate capture 10 of finer sediments (e.g., sand and silt), as well as to distinguish between residual soil and sediment transported from the upper slopes. The sides of the synthetic sheets adjacent to the ground surface were closed to prevent removal of fine sediment in the trap by rainfall and surface water (Fig. 3). Since the synthetic sheets were fixed on the ground surface, sediment traps observed sediment flux on the ground surface, rather than soil creep in the subsoil (>0.05 m in depth).
Sediment stored in the traps was collected 27 times between July 5, 2011 andMay 25, 2015 (Table 2). Sampling intervals 15 varied from 7 to 195 days, and generally we attempted to capture the major periods of potential seasonal differences (i.e., periods of the seasonal rainfall front, typhoon seasons, and extreme periods of freezing and thawing) that would affect the type of sediment transport. We classified the 27 sampling periods into rainfall seasons (basically from April to November) and freeze-thaw seasons (basically from December to March) in order to investigate seasonal differences in the sediment transport characteristics (Table 2). While sediment traps aimed to observe sediment flux over a hillslope scale and can be affected by 20 the amount and spatial distribution of branches left in the harvested area, TLCs aimed to monitor soil creep within small scale target areas (< 1 m 2 ). Sediment larger than 30 mm stored by the traps was weighed in the field using a spring balance. Sediment smaller than 30 mm were taken to the laboratory. After drying in a drying oven at a temperature of 105ºC for about eight hours, large organic materials (>4 mm) were removed by hand. Then, grain-size distribution was analysed using sieves with mesh sizes of 4, 8, and 16 mm. In this study, sediment flux was calculated from the weight of the sediment captured by traps divided 25 by the width of traps (1.75 m) and sampling intervals. Because the topography (i.e., contributing area, slope gradient) and grain size, which potentially affects sediment flux, was different between site CC and NC, the impact of forest harvesting cannot be evaluated by comparing the sediment flux between the two sites. Furthermore, the effect of such differences in the site conditions cannot be simply removed via division of the sediment flux by the contributing area and other topographic indexes because of the spatial discontinuity and complexity of the hydrological processes (Cerdan et al., 2008;Gomi et al., 2008). 30 Therefore, we evaluated the impact of forest harvesting on the sediment flux by comparing the before and after harvesting results in each site.

Microclimate and freeze-thaw conditions
Clear changes in the winter microclimate conditions, including ground surface temperature, net radiation, and snow depth, following forest harvesting were monitored in site CC (Figs 4,5). Before forest harvesting, ground surface temperature at CC in the middle of winter (January and February) was lower than that at NC due to the higher elevation and westerly slope orientation (Fig. 4). Diurnal range in the ground surface temperature at NC after the harvesting period did not differ clearly from that before the harvesting period (e.g., 1.6 and 1.0 ºC, respectively), while the diurnal range at CC after the harvesting period was notably higher than that before the harvesting period (average 15.9 and 2.7 ºC, respectively, Fig. 4). In site CC, changes in the ground surface temperature at 7:00 and 14:00 following forest harvesting were -2.4 and +10.8 ºC, respectively 5 ( Fig. 4). Net radiation in site CC is lower than that in site NC in the morning; monthly average of the net radiation at 6:00 in February 2013 at CC and NC were 2.6 and 33.2 W m -2 , respectively (Fig. 5b). In contrast, net radiation of CC in the day time (e.g., monthly average of 266.4 W m -2 at 13:00 in February 2013) was notably higher than that of NC (monthly average of 14.7 W m -2 at 13:00 in February 2013; Fig. 5b). Snow depth and snow cover duration were also different between sites CC and NC. Snow depth in site CC, where the forest 10 canopy which had previously intercepted snow was removed by forest harvesting, was higher than that in NC following heavy snow fall events (e.g., 0.28 and 0.15 m in CC and NC on January 15, 2013, respectively, Fig. 5a). Meanwhile, duration of the snow cover in site CC was shorter than in NC because snow depth decreased at a higher rate in site CC than in site NC.
Large diurnal changes in the ground temperature in CC (Fig. 4) resulted in a high frequency of freeze-thaw cycles at the ground surface (54 times in the period January 1, 2013 to February 28, 2013, Fig. 5c). In the same period, thirteen diurnal 15 freeze-thaw cycles were observed at a depth of 0.05 m, whereas just three cycles were observed at a depth of 0.15 m (Figs. 6b,   6c). Ground temperature did not drop below 0 ºC at 0.30 m depth. In contrast, freeze-thaw cycles at the ground surface and 0.05 m depth in site NC were characterized by a low frequency (11 times at ground surface in the period January 1, 2013 to February 28, 2013) and long duration (longer than a week, Figs. 6b, 6d). Ground temperature at a depth of 0.30 m in site NC was also below 0 ºC for several days during the long periods of snow cover (Figs. 5a, 6d). Thus, forest harvesting changed 20 deep seasonal freeze-thaw in the conifer artificial forest (depth of >0.15 m) to shallow diurnal freeze-thaw (depth <0.05 m) (Fig. 6). The diurnal freeze-thaw cycle frequently occurred in site CC until the end of April. In comparison, ground temperature seldom fell below 0 degrees in site NC in April (Fig. 7c).
In the seasons without freeze-thaw activities (rainfall seasons), changes in the microclimate conditions following forest harvesting were evident in the throughfall amount (Fig. 8). Differences in the hourly rainfall intensity between sites CC and 25 NC was not clear before forest harvesting (Fig. 8a), while the rainfall intensity in CC was 0 to 3 mm hr -1 higher than that in NC after forest harvesting (Fig. 8b). The duration ratio for which throughfall in CC exceeded that in NC was increased from 0.50 to 0.62 by the forest harvesting.

Figure 8: Comparison of the hourly rainfall intensity between sites NC and CC. (a) Comparison before forest harvesting (August 25 to September 2 and November 4 to November 30, 2012). The rainfall monitoring was disrupted by damage to the rain gauge associated with a typhoon (September 2 to October 7) and by a malfunction of the data logger (October 7 to November 3). (b)
Comparison after forest harvesting (April 4 to July 3, 2012). The range where rainfall intensity at CC is 0 to 3 mm hr -1 higher than at NC is shaded.

Frost heave and soil creep
In winter, ground surface level changes frequently due to frost heave in site CC, except for during periods of snow cover, while frost heave in site NC has a longer cycle (Fig. 6e). Uplifting period of the ground surface in site NC roughly corresponded to the freezing period of the subsoil (i.e., 0.05 m depth). Velocity of the ground surface sediment by soil creep observed by a TLC in site CC was generally high (>2 mm day -1 ) on the days with frost heave (Figs. 6e, 6f), and was significantly higher than 10 in site NC (generally <1 mm day -1 ).
In site CC, frost heave was less frequent in early spring (March), with almost no frost heave occurring in late spring (late April to March; Fig. 7). Frost heave in this period was only monitored by the TLC, as frost heave height in March was lower than the bias of extensometers (≤ 5 mm). No changes in the ground surface level were identified in site NC. Displacement of ground surface sediment in site CC still occurred frequently until the end of April. High velocity (> 2 mm day -1 ) was not only 15 observed on frost-heave days but also on other days, including those with no precipitation. Velocity of the ground surface Hourly rainfall intensity at NC Hourly rainfall intensity at CC (mm hr -1 ) (mm hr -1 ) sediment in site NC during the spring periods (e.g., average 0.08 in the period March 15 to May 15, 2013) was much lower than in site CC (e.g., average 0.80 in the same period, Fig. 7).
During the rainfall seasons, sediment transport was triggered by rainfall in both CC and NC (Fig. 9). Both sites showed a similar trend of high velocity of the ground surface sediment (> 2 mm day -1 ) on days with heavy rainfall events (Fig. 9). The rainfall threshold for such high velocities was roughly given by a maximum hourly rainfall intensity of > 5 mm h -1 and a total 5 rainfall depth of > 40 mm for both sites, although there is some uncertainty because of one plot exceeding the threshold with a creep velocity of < 2 mm day -1 (Fig. 10).

Sediment flux
Sediment flux before forest harvesting was spatially variable between monitoring plots (Fig. 11, Table 4). During the monitoring period, sediment flux at plot CCV, where sediment from surrounding slopes accumulates due to its large contributing area (Table 1), was notably higher than that at the other monitoring plots (Table 4). Differences in the sediment flux were not clear between straight and ridge shaped slopes, despite the contributing area of plots at straight slopes being 5 larger than those at ridge shaped slopes. Sediment flux in CC was slightly higher than that in NC when we compare plots with the same shape, potentially because of the higher slope gradient (Table 1). Sediment flux in the winter (Nov. 25, 2011to March 6, 2012 was clearly higher than that in the rainfall seasons (June 22 to November 24, 2011) at three plots (CCR, CCV, NCR; Table 4). In addition, if two exceptionally large boulders (> 1 kg), which occupied 50.0 % of the sediment flux in the rainfall season were excluded, then sediment flux in the winter at NCS (11.1 kg m -1 day -1 ) was higher than that in the rainfall season 10 (8.9 kg m -1 day -1 ). Coarse sediment (>16 mm) occupied a large portion of the sediment flux in both rainfall and freeze-thaw seasons at all observation plots except at CCR during rainfall seasons (Fig. 12). Sediment flux of coarse sediment (>16 mm) in freeze-thaw seasons was higher than that in rainfall seasons at all plots (Fig. 12). In contrast, sediment flux of fine sediment (<4 mm) during rainfall seasons was higher than in freeze-thaw seasons at all plots in CC before forest harvesting  and at all plots in NC (Figs. 12g-12j). 15 Sediment flux in site CC after the 2012 forest harvesting was lower than that before the harvesting both during rainfall and freeze-thaw seasons (Fig. 11, Table 4). Decreases in the sediment flux of all grain size classes were identified (Figs. 12a-12f).
In contrast, changes in the sediment flux before and after the harvesting period were not clear in site NC (Fig. 11, Table 4).
The sediment flux of fine sediment during rainfall seasons was lower than that in freeze-thaw seasons at all of the plots in site CC after forest harvesting, despite the sediment flux of fine sediment being higher during rainfall seasons than freeze-thaw 20 seasons before harvesting (Figs. 12g-12j).
Sediment weight in the artificial forest (in CC before the forest harvesting, and in NC) captured by sediment traps does not have a clear relationship with total rainfall depth or maximum daily rainfall in the sampling period of sediment traps, except for CCS (Figs. 13,14,Table 5). Sediment weight after the harvesting in CC does not have a clear relationship with the rainfall factors either. In site CC, sediment weight after harvesting is less than that before harvesting, when compared with periods of 25 similar rainfall depth and intensity (Fig. 13).  Table 1. Table 4: Comparison of average sediment flux in rainfall and freeze-thaw (FT) seasons before and after forest harvesting. Values in parentheses at plot NCS were calculated by excluding the weight of two exceptionally large boulders with weights of > 1 kg.

Sediment transport characteristics in steep artificial conifer forest 10
Sediment transport processes in conifer artificial forests located in humid periglacial areas can be characterized as being active both in freeze-thaw and rainfall seasons (Fig. 11). Sediment flux in freeze-thaw seasons exceeded that in rainfall seasons, indicating the importance of the periglacial processes in a humid periglacial area. Long frost heave cycles (> 1 week) and thick freezing layers (0.15-0.30 m deep in some periods) during winter indicate that frost creep occurs in artificial conifer forest NC (Figs. 6d, 6e), while diurnal frost heave and needle ice creep dominate in the deciduous broadleaf forest located in the Ikawa 15 University forest, despite both being in the same elevation zone (Imaizumi et al., 2017). Therefore, the type of periglacial sediment transport process differs depending on the dominant tree species.
In rainfall seasons, although the timing of soil creep agrees with that of strong rainfall events (Figs. 9, 10), rainfall factors did not have a clear relationship with sediment transport rate (Figs. 13,14). In addition, the periods with the highest sediment flux differed between the plots (Fig. 11). These are likely to be affected by episodic sediment supply, such as small slope 20 failure and the release of sediment from woody debris (e.g., Kirchner et al., 2001;Imaizumi et al., 2015). In addition, some sediment transport processes (e.g., dry ravel and rockfall) are triggered not only by rainfall, but also by other mechanisms (e.g., decrease in cohesion by evaporation of soil moisture, wind, and disturbance by animals) (Verity and Anderson, 1990;Gabet, 2003), further obscuring the relationship between rainfall factors and sediment transport activities.
The ratio of coarse sediment (>16 mm) to all sediment captured by sediment traps was significantly higher than the ratio of coarse sediment in the ground surface sediment (Figs. 2, 12), implying that coarse sediment was selectively transported on the hillslope. Because the travel distance of coarse sediment as rockfall and dry ravel is longer than that of fine sediment (Dorren, 2003;Haas et al., 2012), the selective transport of coarse sediment indicates the high activity of rockfall and dry ravel. This agrees with findings in previous studies that rockfall and dry ravel are active on slopes with a similar or steeper slope gradient 5 than the angle of repose, as is the case with our monitoring site (Gabet, 2003;Lamb et al., 2011). The ratio of fine sediment, which is selectively transported by overland flow (Heng et al., 2011;Zhao et al., 2014), in the entire sediment flux was less than its ratio in the ground surface sediment (Figs. 2, 12). Therefore, surface erosion is less important than gravitational sediment transport in the steep Ikawa University Forest.
As reported in previous studies (Roering et al., 2007;Imaizumi et al., 2017), sediment flux was spatially different depending 10 on the slope shape (Fig. 11). Sediment flux on the valley shaped slope, which had the largest contributing area, was higher than the straight and ridge shaped slopes of site CC before forest harvesting (Fig. 11). The contributing area may affect rapid sediment transport with long travel distances (i.e., dry ravel and rock fall) rather than slow sediment transport (i.e., soil creep), which can be explained by local freezing and transport conditions that are unrelated to the size of the contributing area (Higashi and Corte, 1971;Matsuoka, 1998). 15

Impact of forest harvesting on microclimate conditions
Ground temperature was one of the microclimate conditions most affected by forest harvesting (Figs. 4, 5c). Increases in the amplitude of net radiation (Fig. 5b), due to increases in the downward shortwave radiation during daytime and the upward longwave radiation in the morning due to the removal of the tree crown (Ueno et al., 2015), likely increased the frequency of freeze-thaw cycles after forest harvesting (Fig. 5). Snow depth and duration of snow cover were also changed by forest 20 harvesting (Fig. 5a). Snow depth after snowfall events in CC was higher than in NC, because of the loss of canopy interception.
At the same time, duration of snow cover in CC was significantly shorter than NC because of the higher downward radiation to the snow surface and higher daytime temperatures (Fig. 5) (Ueno et al., 2015). Such a short duration of snow cover also facilitated diurnal changes in the ground temperature and increased the frequency of freeze-thaw cycles. Snow cover also affects soil moisture, which controls frost heave and soil creep activities (Meentemeyer and Zippin 1981;Matsuoka 2001;25 Boelhouwers et al., 2003;Blankinship et al., 2014). Daytime soil moisture was generally lower during snow free periods than snow covered periods due to evaporation caused by insolation (Blankinship et al., 2014). Other changes to the microclimate by forest harvesting is increases in the rainfall (throughfall) intensity (Fig. 8). The loss of canopy interception by forest harvesting may have increased throughfall in site CC (Xiao et al., 2000;Fan et al., 2014).

Impact of forest harvesting on soil creep activity 30
The impact of forest harvesting on soil creep activities monitored by TLCs was most evident in winter and spring, when freeze-thaw of the groundwater directly or indirectly triggered soil creep (Figs. 6, 7). In the winter, large diurnal changes in ground temperature facilitated frequent frost heave in CC, resulting in the high velocity of soil creep seen (Fig. 6) (Ueno et al., 2015). Forest harvesting changed the type of sediment transport from seasonal frost creep, which is common in seasonal freezethaw areas with a thick freezing depth, to needle ice creep, which is observed in areas with shallow diurnal freeze-thaw activity ( Fig. 13) (Boelhouwers, 1998;Matsuoka, 2001;Imaizumi et al., 2015).
In site CC, soil creep velocity in early spring (from late March to April), when the frequency of freeze-thaw cycles had 5 decreased, was still higher than that in NC (Fig. 7). High soil creep velocity just after freeze-thaw seasons was also observed in a natural deciduous forest in the Ikawa University forest, where diurnal freeze-thaw is active because of leaf fall in the winter season (Imaizumi et al., 2017). High soil creep velocity in early spring is likely due to the destruction of the soil structure caused by frequent freeze-thaw cycles in winter (Regüés and Gallart, 2004;Kvaernø and Øygarden, 2006;McCool et al., 2013).
In seasons without freeze-thaw cycles, soil creep was only identified during heavy rainfall events, excluding early spring 10 (Figs. 8,9). Although rainfall (throughfall) intensity in site CC was higher than that in site NC (Fig. 8), the difference in rainfall thresholds for high soil creep velocities (> 2 mm day -1 ) was not clear between the two sites (Fig. 10). The ratio of rainfall intercepted by forest canopies is low when the total rainfall depth and rainfall intensity is high (Xiao et al., 2000;Fan et al., 2014). Such low interception rates during heavy rainfall events, when soil creep is active in the study site, obscures the impact of harvesting on the rainfall threshold for soil creep. 15

Impact of forest harvesting on the sediment flux
Winter sediment flux in site CC clearly decreased after forest harvesting in spite of the high soil creep velocity ( Fig. 6 and Table 4). Previous studies emphasized that sediment transport activity and erosion rate in small plots are different from that on hillslope and catchment scales, because of the discontinuity of sediment transport on hillslopes (Moreno-de las Heras et al., 2010;Sidle et al., 2017). Through field surveys in CC, we identified sediment captured by the branches of harvested trees, 20 especially where branches were piled up by forestry operations. Previous studies also reported that litters and woody debris on the ground prevented sediment transport (Hartanto et al., 2003;Liu et al., 2017). Thereby, the interruption of sediment transport by branches resulted in differences in sediment transport activity between the micro and the hillslope scales, as monitored by TLCs and sediment traps, respectively. Decreases in the thickness of soil creep layers, which are affected by the thickness of the freezing layer (Matsuoka, 2001;Harris et al., 2008a), is also a potential factor affecting decreases in the sediment flux after 25 harvesting. (Fig. 6).
Following forest harvesting, sediment flux decreased during rainfall periods in site CC, while differences in the sediment flux in NC before and after harvesting were not significant (Table 4). Decreases in the sediment flux of fine sediment, which is selectively transported by overland flow (Heng et al., 2011;Zhao et al., 2014), was clear during the rainfall seasons (Fig.   12). In site CC, the percentage of ground covered by understories, which reduce the kinetic energy of raindrops splashing soil 30 particles (Fukuyama et al., 2010;Nanko et al., 2015), changed from < 20% to > 90% within one year of forest harvesting (Fig.   1). In addition, the forest canopy, which increases the size of raindrops thus increasing their kinetic energy (Nanko et al., 2015), was removed by forest harvesting. Therefore, decreases in the sediment flux during the rainfall seasons can occur after harvesting due to decreases in surface erosion rates, together with the capture of sediment by branches and litters of harvested trees (Fig. 15). The impact of forest harvesting on the hydrogeomorphic processes in humid periglacial environments was investigated by intensive and comprehensive field observation of microclimate conditions and sediment transport in the Southern Japanese Alps. Harvesting of artificial conifer forests clearly changed microclimate conditions and sediment transport activities during the freeze-thaw season. Canopy removal increased the diurnal amplitude of net radiation and ground temperature, and also decreased the duration of snow cover. As a result, types of soil creep changed from long-lasting frost creep to daily and frequent needle-ice creep. The velocity of ground surface sediment during winter and spring in harvested areas was higher than nonharvested areas due to high needle-ice creep activity. Sediment flux clearly decreased both in seasons with high freeze-thaw activity and seasons with heavy rainfall events. Branches of harvested trees interrupted continuous sediment transport on 5 hillslopes. In addition, the growth of understories after forest harvesting reduced surface erosion by rain splash.
Our study clarified that forest canopy removal by forest harvesting promoted sediment transport activity by changing microclimate conditions, such as increases in the diurnal range of ground temperature, shortening of snow cover period, and increases in throughfall. However, sediment transport activity was restrained due to the entrapment of sediment by branches of harvested trees and the growth of understories. While in warm-temperate zones and tropical zones an increase in throughfall 10 and rain splash is a particularly important impact of harvesting on sediment transport activity, in humid periglacial environments it is the microclimate conditions relating to both freeze-thaw processes and rainfall-induced processes that control sediment transport activity. Consequently, the impact of the forest harvesting on sediment transport activity is seasonally variable in humid periglacial areas. Our study also showed that ground surface conditions after harvesting, which are variable depending on the forest management procedure, affects sediment transport activities. Therefore, climate and forest 15 harvesting procedure need to be considered when evaluating the impact of harvesting on sediment transport activities.