<p>Resilience is a property of social, ecological, social-ecological and biophysical systems. It describes the capacity of a system to cope with, adapt to and innovate in response to a changing surrounding. Given the current climate change crisis, ensuring conditions for a sustainable future for the habitability on the planet is fundamentally dependent on Earth System (ES) resilience. It is thus particularly relevant to establish a model that captures and frames resilience of the ES, most particularly in physical terms that can be influenced by human policy<span class="note-anchor" id="fna_Ch1.Footn1"><a href="#fn_Ch1.Footn1"><sup>1</sup></a></span>. In this work we propose that resilience can serve as a theoretical foundation when unpacking and describing metastable states of equilibrium and energy dissipation in any dynamic description of the variables that characterise the ES. Since the impact of the human activities can be suitably gauged by the planetary boundaries (PBs) and the planet's temperature is the net result of the multiple PB variables, such as <span class="inline-formula">CO<sub>2</sub></span> concentration and radiative forcing, atmospheric aerosol loading, atmospheric ozone depletion, etc, then resilience features arise once conditions to avoid an ES runaway to a state where the average temperature is much higher than the current one. Our model shows that this runaway can be prevented by the presence of metastable states and dynamic friction built out of the interaction among the PB variables once suitable conditions are satisfied. In this work these conditions are specified. As humanity moves away from Holocene conditions, we argue that resilience features arising from metastable states might be crucial for the ES to follow sustainable trajectories in the Anthropocene that prevent it run into a much hotter potential equilibrium state.</p>
Several physical mechanisms of earthquake nucleation, such as pre-slip, cascade triggering, aseismic slip, and fluid-driven models, have been proposed. However, it is still not clear which model plays the most important role in driving foreshocks and mainshock nucleation for given cases. In this study, we focus on the relationship between an intensive earthquake swarm that started beneath the Noto Peninsula in Central Japan since November 2020 and the nucleation of the 2024 M 7.6 Noto Hanto earthquake. We relocate earthquakes listed in the standard Japan Meteorological Agency (JMA) catalog since 2018 with the double-different relocation method. Relocated seismicity revealed that the 2024 M 7.6 mainshock likely ruptured a thrust fault above a parallel fault where the M 6.5 Suzu earthquake occurred in May 2023. We find possible along-strike and along-dip expansion of seismicity in the first few months at the beginning of the swarm sequence, while no obvious migration pattern in the last few days before the M 7.6 mainshock was observed. Several smaller events occurred in between the M 5.5 and M 4.6 foreshocks that occurred about 4 min and 2 min before the M7.6 mainshock. The Coulomb stress changes from the M 5.5 foreshock were negative at the hypocenter of the M 7.6 mainshock, which is inconsistent with a simple cascade triggering model. Moreover, an M 5.9 foreshock was identified in the JMA catalog 14 s before the mainshock. Results from back-projection of high-frequency teleseismic P waves show a prolonged initial rupture process near the mainshock hypocenter lasting for ∼25 s, before propagating bi-laterally outward. Our results suggest a complex evolution process linking the earthquake swarm to the nucleation of the M 7.6 mainshock at a region of complex structures associated with the bend of a mapped large-scale reverse fault. A combination of fluid migration, aseismic slip and elastic stress triggering likely work in concert to drive both the prolonged earthquake swarm and the nucleation of the M7.6 mainshock.
Geophysics. Cosmic physics, Dynamic and structural geology
Rawan El Youssef, Sandrine Rosin-Paumier, Adel Abdallah
Heat storage in compacted soil embankments is a promising technology in energy geotechnics, but its impact on the thermo-hydraulic behavior of unsaturated soils remains insufficiently understood. This paper investigates coupled heat and moisture transfer in unsaturated soil under different thermal conditions using a new bottom-heating method. The thermo-hydraulic response is monitored along the soil column and compared to an isothermal drying test. Variations in suction and water content were analyzed to determine water retention curve and to derive unsaturated hydraulic conductivity using the instantaneous profile method. The water retention curve exhibited deviations under thermal conditions, with reduced water contents observed only at intermediate suctions. Unsaturated hydraulic conductivity decreased significantly at moderate suctions but increased by up to one order of magnitude at high suctions. Heat-driven moisture redistribution was examined through flux calculations, highlighting that vapor-phase transport contributed significantly, up to 88%, to the upward water migration. These findings contribute to a better understanding of thermo-hydraulic interactions in unsaturated soils, which is essential for optimizing thermal storage applications in compacted embankments.
<p>Land cover and land management changes (LCLMCs) have a substantial impact on the global carbon budget and, consequently, on global climate via the biogeochemical (BGC) effects. The commonly considered BGC effects refer to the direct influence of LCLMCs on local carbon stocks (local BGC effects). However, LCLMCs also influence climate by altering the local surface energy balance due to changes in land surface properties, such as albedo, leaf area, and roughness (local biogeophysical (BGP) effects). Altered local air mass properties can impact regions remote from LCLMCs through advection and changes in large-scale circulation (nonlocal BGP effects). Previous studies have shown potentially substantial nonlocal BGP effects on temperature and precipitation. Given that the terrestrial carbon cycle strongly depends on climate conditions, this raises the question of whether LCLMCs can trigger remote carbon cycle changes (nonlocal BGC effects) – a currently overlooked, potentially large climate and ecosystem impact. To assess the nonlocal BGC effects, we analyze sensitivity simulations for three selected types of hypothetical large-scale LCLMCs, global cropland expansion, global cropland expansion with irrigation, and global afforestation, which were performed by three state-of-the-art Earth system models (ESMs). We separate the nonlocal BGC effect using a checkerboard-like LCLMC perturbation that has previously only been applied to BGP effects. We show that nonlocal BGC effects on vegetation and soil carbon pools persistently accumulate, exceeding natural fluctuations and typically becoming detectable within the first 40 years after LCLMCs. By the end of our 160-year simulation period, nonlocal BGC effects lead to an absolute magnitude of change in total terrestrial carbon stock by 1 to 37 GtC, with strong changes over the densely forested Amazon region (0.2 to 7 GtC) and central Congo Basin region (0.3 to 15 GtC), depending on models and LCLMCs implemented. For the irrigation scenario, the nonlocal BGC effects are comparable to the<span id="page632"/> total BGC effects, with the nonlocal-to-total ratio for vegetation carbon pools commonly reaching around 90 %. Our results reveal that the nonlocal BGC effects could be substantial and call for these effects to be considered for accurate impact assessment and sound policymaking. This becomes even more relevant when LCLMCs are expected to play a pivotal role in achieving the Paris Agreement's goal of limiting global warming below 1.5 °C above pre-industrial levels.</p>
<p>We investigate how first-order albedo and water vapor radiative feedbacks are triggered by climate-vegetation interactions using mid-Holocene and pre-industrial climate simulations. The mid Holocene greening of the Sahara and northward shift of the northern tree line in the Northern Hemisphere illustrate these climate-vegetation interactions and challenge the development of Earth System models. We consider four different configurations for the IPSL Earth System model with dynamical vegetation to quantify vegetation and radiative feedbacks. They combine different parameterizations of key factors controlling vegetation functioning: bare soil evaporation, photosynthesis and associated parameters, and tree mortality. Whatever the model setup, the major differences between the mid-Holocene and pre-industrial climates are consistent with climate and vegetation reconstructions from pollen records. However, model setup differences modulate the way in which vegetation-climate interactions trigger first-order radiative surface albedo and water vapour feedbacks. Cascading effects involve both local snow-vegetation interactions and remote water vapour and long-wave radiative feedbacks. We show that the parameterization of bare soil evaporation is a key factor that controls tree growth in mid and high latitudes. Photosynthesis parameterization appears to be critical in controlling the seasonal evolution of the vegetation and leaf area index, as well as their effect on radiative feedbacks and the sensitivity of the vegetation feedback to the climate mean state. It even affects the sign of the global annual mean changes in temperature and precipitation between the mid-Holocene and pre-industrial periods. Dynamical vegetation highlights behaviours that can only be fully studied in a fully coupled Earth system model. The sensitivity of these vegetation-induced feedbacks to the mean climate state needs to be better considered when developing and tuning climate models.</p>
Martijn van den Ende, Alister Trabattoni, Marie Baillet
et al.
Owing to its deployment and sensing characteristics, Distributed Acoustic Sensing (DAS) has been touted as a promising technology for low-cost and low-latency Earthquake Early Warning (EEW). While preliminary experiments conducted by several research groups have yielded encouraging results, it must be acknowledged that these EEW feasibility studies were performed only on low-magnitude events. When exposed to the wavefield of a large magnitude earthquake (being the prime subject of EEW), the DAS strain rate recordings are likely to become highly distorted ("saturated") due to cycle skipping of the optical phase measurements, to an extent that the recorded data start to degrade to uniform random noise. This clearly poses a major challenge to EEW, as neither amplitude nor phase information can be readily extracted from saturated DAS data. In this study, we perform a detailed analysis of the dynamic range of DAS, both from theoretical and practical perspectives. We offer a set of criteria that need to be met for matching the DAS dynamic range with EEW targets, and we propose a computationally convenient method to quantify the information content of saturated recordings. We apply these methods to DAS data recorded offshore Chile, and identify several avenues for future research to improve the feasibility of DAS for EEW.
Malte Metz, Behnam Maleki Asayesh, Mohammad Mohseni Aref
et al.
Within two hours on 01 July 2023, three earthquakes of Mw 5.8-6.0 hit the SE Fars arc, Iran. In the following months, the region characterized by the collision of the Iranian and the Arabian plate, thrust faulting, and salt diapirism was stroke by more than 120 aftershocks of mL 3.1-5.2, of which two of the largest events occurred within one minute on 23 July 2023 in spatial vicinity to each other. We analyzed both the large mainshocks and aftershocks using different techniques, such as the inversion of seismic and satellite deformation data in a joint process and aftershock relocation. Our results indicate the activation of thrust faults within the lower sedimentary cover of the region along with high aftershock activity in significantly larger depth, supporting the controversial model of a crustal strain decoupling during the collision in the Fars Arc. We resolved a magnitude difference of >0.2 magnitude units between seismic and joint seismic and satellite deformation inversions probably caused by afterslip, thereby allowing to bridge between results from international agencies and earlier studies. We also find evidence for an event doublet and triplet activating the same or adjacent faults within the sedimentary cover and the basement
The design of multi-storey buildings is a natural trend in the development of a modern metropolis.
Obtaining exact solutions when studying their own and forced oscillations within the framework of a continuous
homogeneous medium model (continuum mechanics) with an infinite number of degrees of freedom is often
difficult to implement. Therefore, in the article (as part of the modernization of the finite element method), the
model of a multi-storey building is discretized and endowed with a finite number of degrees of freedom placed in
the middle of the finite elements at the nodes (the mass of finite elements is also placed there), which elastically
interact with the finite elements of the model that do not have mass. It is believed that the elements of a multistorey building work only for bending, which is fully justified by comparing the frequencies of its bending and
longitudinal oscillations. The resolving system of differential equations of oscillations of a multi-storey building, in
which expressions for energies (potential, kinetic and Rayleigh) are written in quadratures, is obtained using
Lagrange equations of the second kind. In the article, the problems of free oscillations of 3- and 100-storey
buildings are solved using Green’s functions, stiffness, mass, compliance matrices, etc. The approximate results
obtained in the article, when compared with the little-known approximate results obtained by other methods, as
well as exact results (direct and indirect methods of boundary elements), showed a good correspondence.
Богомолов Леонид Михайлович, Костылев Дмитрий Викторович, Костылева Наталья Владимировна
et al.
Представлены результаты экспериментов по электрозондированию приповерхностного слоя земной коры в разломной зоне с регистрацией сейсмоакустических и сейсмических шумов в ближней зоне у источника (возбуждающего диполя). Эксперименты проведены в 2021–2022 гг. в южной части Центрально-Сахалинского разлома с использованием разработанного в ИМГиГ ДВО РАН источника электрических импульсов, мощностью до 3 кВт. Цель была исследовать сейсмоакустические проявления реакции среды на зондирование импульсами тока силой 5–13 А. Генераторное устройство обеспечивало силу тока в диполе существенно выше ее характерных значений в случае зондирования при электроразведке методами сопротивлений, а также при обычной сейсмоэлектроразведке. При этом диапазон токовых амплитуд был намного меньше, чем в случае глубинных зондирований с использованием геофизических МГД-генераторов или сверхмощных электроимпульсных устройств. До настоящего времени обратный сейсмоэлектрический эффект оставался практически неисследованным при токах в «промежуточном» диапазоне ~10 А и при масштабах порядка нескольких сотен метров. Наличие или отсутствие реакции среды на электрозондирования устанавливалось по записям молекулярно-электронных приборов (производитель ООО «R-sensors», Россия): широкополосного сейсмометра СМЕ-6111 и гидрофона, установленных на расстоянии около 50 м от одного из полюсов возбуждающего электрического диполя. Обнаружено возрастание среднего уровня сейсмоакустического шума при электрозондированиях, что по существу является разновидностью обратного сейсмоэлектрического эффекта II рода (возбуждение упругих волн при прохождении электрического тока в двухфазной среде). Подобное проявление реакции среды в ближней зоне около одного из электродов диполя на пропускание импульсов тока ранее не отмечалось. При этом прирост уровня шума происходит практически без задержек после начала электрозондирований, что находится в соответствии с ранее полученными результатами об откликах сейсмоакустической эмиссии на мощные импульсы тока, которые применялись для глубинных зондирований в Северном Тянь-Шане.
The curation of seismic datasets is the cornerstone of seismological research and the starting point of machine-learning applications in seismology. We present a 21-year-long AI-ready dataset of diverse seismic event parameters, instrumentation metadata, and waveforms, as curated by the Pacific Northwest Seismic Network and ourselves. The dataset contains about 190,000 three-component (3C) waveform traces from more than 65,000 earthquake and explosion events, and about 9,200 waveforms from 5,600 exotic events. The magnitude of the events ranges from 0 to 6.4, while the biggest one is 20 December 2022 M6.4 Ferndale Earthquake. We include waveforms from high-gain (EH, BH, and HH channels) and strong-motion (EN channels) seismometers and resample to 100 Hz. We describe the earthquake catalog and the temporal evolution of the data attributes (e.g., event magnitude type, channel type, waveform polarity, and signal-tonoise ratio, phase picks) as the network earthquake monitoring system evolved through time. We propose this AI-ready dataset as a new open-source benchmark dataset.
Yubraj Bikram Shahi, Sushma Kadel, Harish Dangi
et al.
The geology of the Himalayas is intricated and intriguing. It features numerous tectonic bodies and structures too complex to interpret. Along with such mysteries it has too many common geohazards, such as landslides. In this study, a detailed geological investigation is carried out to overcome the discrepancies in structural interpretation, the nature of two crystalline bodies, and non-uniformity in geological mapping in the central Himalayan arc, in the Jajarkot district of Nepal. Along with the geological exploration and landslide characterization of the area, consequent landslide susceptibility mapping is performed considering 13 causative factors related to geology, topography, land use, hydrology, and the anthropogenic factor, using two bivariate statistical models. This study concludes that the two metamorphic crystalline bodies in the study area are most probably the klippen, due to the absence or erosion of the root zone. The field study revealed that haphazard road excavation without the consideration of geological and geotechnical features has caused shallow landslides. The results obtained from the susceptibility maps, with a varying range of susceptibility zones, are in good agreement with the spatial distribution of pre-historic landslides. The results of the susceptibility modeling are validated by calculating landslide density and plotting area under curves (AUC). The AUC value for the WOE, and the FR method, revealed an overall success rate of 79.42% and 77.62%, respectively.
<p>Granite residual soil landslides are widely distributed in the southeast of Guangxi, China. They pose threats to local communities, economic development and ecological restoration. To understand the failure mode, the landslide can provide a scientific basis for early warning and prevention. In this study, we conducted artificial flume model tests to
investigate the failure mode of granite residual soil landslide. The
macroscopic phenomena of landslides were observed and summarized. The
response and variations of soil moisture content and pore water pressure
were analyzed. And the discrepancies in landslide initiation were explored.
The results had three aspects: (1) the response of volume moisture content
was not synchronized with that of pore water pressure. Their variations were influenced by initial dry density, slope angle and rainfall intensity. The fluctuation of pore water pressure depended on soil mechanical behavior and its diffusion. (2) The differences in the formation process of granite residual soil landslides included the initiation time and mode. The starting time of landslide was delayed with increasing initial dry density and slope angle but shortened with increasing rainfall intensity. The failure mode could be changed from a sudden type to a progressive type due to the increase in initial dry density. (3) There are five stages in the landslide mobilization as follows: rain infiltration and crack generation, soil slide at the slope toe, occurrence of surface runoff and soil erosion, formation of steep-free surface, and soil slide at the upper slope. This research can provide valuable reference for the prevention and early warning of granite residual soil landslide in southeastern Guangxi.</p>
The objective of this study is to develop data-driven predictive models for peak rotation and factor of safety for tipping-over failure of rocking shallow foundations during earthquake loading using multiple nonlinear machine learning (ML) algorithms and a supervised learning technique. Centrifuge and shaking table experimental results on rocking foundations have been used for the development of k-nearest neighbors regression (KNN), support vector regression (SVR), and random forest regression (RFR) models. The input features to ML models include critical contact area ratio of foundation; slenderness ratio and rocking coefficient of rocking system; peak ground acceleration and Arias intensity of earthquake motion; and a categorical binary feature that separates sandy soil foundations from clayey soil foundations. Based on repeated k-fold cross validation tests of models, we found that the overall average mean absolute percentage errors (MAPE) in predictions of all three nonlinear ML models varied between 0.46 and 0.60, outperforming a baseline multivariate linear regression ML model with corresponding MAPE of 0.68 to 0.75. The input feature importance analysis reveals that the peak rotation and tipping-over stability of rocking foundations are more sensitive to ground motion demand parameters than to rocking foundation capacity parameters or type of soil.
<p>This study makes use of a highly instrumented active
landslide observatory (9 years of data) in the French Alps, the
Séchilienne slope. Here, we use a combination of major element chemistry
and isotopes ratios (<span class="inline-formula"><sup>87</sup></span>Sr <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M4" display="inline" overflow="scroll" dspmath="mathml"><mo>/</mo></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="8pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="57ee8123d9c9aefcf23d9c7f6463c158"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="esurf-9-487-2021-ie00001.svg" width="8pt" height="14pt" src="esurf-9-487-2021-ie00001.png"/></svg:svg></span></span> <span class="inline-formula"><sup>86</sup></span>Sr, <span class="inline-formula"><i>δ</i><sup>34</sup></span>S) measured in
different water types of the stable and unstable part of the Séchilienne
instability to assess the contribution of the different lithologies of the
slope and the chemical weathering mechanisms. Chemical and isotopic ratios
are used to characterize weathering processes and the origin of waters and
their flow paths through the massif. A mixing model allows us to allocate the
different major elements to different sources, to identify secondary
carbonate formation as a major process affecting solutes in the subsurface
waters of the instability, and to quantify the involvement of sulfuric and
carbonic acids as a source of protons.</p>
<p>We show that the instability creates favorable and sustained conditions for
the production of sulfuric acid by pyrite oxidation, by opening new
fractures and supplying fresh reactive surfaces. We clearly identify the
contribution of the dissolution of each mineral phase to the chemistry of
the waters, with a clear role of remote gypsum dissolution to the sulfate
budget in the sampled waters. We are also able to refine the preexisting
hydrogeological views on the local water circulation and water flow paths in
the instability by showing the hydrological connectivity of the different
zones. Overall, our results show that the Séchilienne landslide, despite
its role in accelerating rock chemical and physical weathering, acts as a
geological source of CO<span class="inline-formula"><sub>2</sub></span> to the atmosphere. If generalizable to other
large instabilities in mountain ranges, this study illustrates the complex
coupling between physical and chemical erosion and their impact on the
carbon cycle and global climate. The study also highlights the importance of
distinguishing between sulfite oxidation and gypsum dissolution as a source
of sulfate ions to rivers, particularly in mountain ranges.</p>
<p>Since the planetary albedo of Earth above ocean is typically lower than above land surface, increasing sea level reduces the planetary albedo. This causes a feedback that is very weak on the global scale, but significantly positive. Its amplitude can be assumed to be higher locally and to grow with the considered timescale.</p>
T. van Woerkom, J. F. Steiner, P. D. A. Kraaijenbrink
et al.
<p>Debris-covered glaciers in the Himalaya play an important role in
the high-altitude water cycle. The thickness of the debris layer is a key
control of the melt rate of those glaciers, yet little is known about the
relative importance of the three potential sources of debris supply: the
rockwalls, the glacier bed and the lateral moraines. In this study, we
hypothesize that mass movement from the lateral moraines is a significant
debris supply to debris-covered glaciers, in particular when the glacier is
disconnected from the rockwall due to downwasting. To test this hypothesis,
eight high-resolution and accurate digital elevation models from the
lateral moraines of the debris-covered Lirung Glacier in Nepal are used.
These are created using structure from motion (SfM), based on images captured
using an unmanned aerial vehicle between May 2013 and April 2018. The
analysis shows that mass transport results in an elevation change on the
lateral moraines with an average rate of <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M1" display="inline" overflow="scroll" dspmath="mathml"><mrow><mo>-</mo><mn mathvariant="normal">0.31</mn><mo>±</mo><mn mathvariant="normal">0.26</mn></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="64pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="aa00c67156b84b402070abb2fd0b53e1"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="esurf-7-411-2019-ie00001.svg" width="64pt" height="10pt" src="esurf-7-411-2019-ie00001.png"/></svg:svg></span></span> m year<span class="inline-formula"><sup>−1</sup></span> during
this period, partly related to sub-moraine ice melt. There is a higher
elevation change rate observed in the monsoon (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M3" display="inline" overflow="scroll" dspmath="mathml"><mrow><mo>-</mo><mn mathvariant="normal">0.39</mn><mo>±</mo><mn mathvariant="normal">0.74</mn></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="64pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="0f96d52321136260d7a0b32374d7fb27"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="esurf-7-411-2019-ie00002.svg" width="64pt" height="10pt" src="esurf-7-411-2019-ie00002.png"/></svg:svg></span></span> m year<span class="inline-formula"><sup>−1</sup></span>)
than in the dry season (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M5" display="inline" overflow="scroll" dspmath="mathml"><mrow><mo>-</mo><mn mathvariant="normal">0.23</mn><mo>±</mo><mn mathvariant="normal">0.68</mn></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="64pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="affdeffebb9c4935f14c2ee6192dbac6"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="esurf-7-411-2019-ie00003.svg" width="64pt" height="10pt" src="esurf-7-411-2019-ie00003.png"/></svg:svg></span></span> m year<span class="inline-formula"><sup>−1</sup></span>). The lower debris aprons
of the lateral moraines decrease in elevation at a faster rate during both
seasons, probably due to the melt of ice below. The surface lowering rates of
the upper gullied moraine, with no ice core below, translate into an annual
increase in debris thickness of 0.08 m year<span class="inline-formula"><sup>−1</sup></span> along a narrow margin of the
glacier surface, with an observed absolute thickness of approximately 1 m,
reducing melt rates of underlying glacier ice. Further research should focus
on how large this negative feedback is in controlling melt and how debris is
redistributed on the glacier surface.</p>
Debris flows have been recognized to be linked to the amounts of material
temporarily stored in torrent channels. Hence, sediment supply and storage
changes from low-order channels of the Manival catchment, a small tributary
valley with an active torrent system located exclusively in sedimentary rocks
of the Chartreuse Massif (French Alps), were surveyed periodically for 16
months using terrestrial laser scanning (TLS) to study the coupling between
sediment dynamics and torrent responses in terms of debris flow events, which
occurred twice during the monitoring period. Sediment transfer in the main
torrent was monitored with cross-section surveys. Sediment budgets were
generated seasonally using sequential TLS data differencing and morphological
extrapolations. Debris production depends strongly on rockfall occurring
during the winter–early spring season, following a power law distribution for
volumes of rockfall events above 0.1 m<sup>3</sup>, while
hillslope sediment reworking dominates debris recharge in spring and autumn,
which shows effective hillslope–channel coupling. The occurrence of both
debris flow events that occurred during the monitoring was linked to recharge
from previous debris pulses coming from the hillside and from bedload
transfer. Headwater debris sources display an ambiguous behaviour in sediment
transfer: low geomorphic activity occurred in the production zone, despite
rainstorms inducing debris flows in the torrent; still, a general
reactivation of sediment transport in headwater channels was observed in
autumn without new debris supply, suggesting that the stored debris was not
exhausted. The seasonal cycle of sediment yield seems to depend not only on
debris supply and runoff (flow capacity) but also on geomorphic conditions
that destabilize remnant debris stocks. This study shows that monitoring the
changes within a torrent's in-channel storage and its debris supply can
improve knowledge on recharge thresholds leading to debris flow.
A global sensitivity analysis is performed to describe the effects
of astronomical forcing on the climate–vegetation system simulated
by the model of intermediate complexity LOVECLIM in interglacial
conditions. The methodology relies on the estimation of sensitivity
measures, using a Gaussian process emulator as a fast surrogate of
the climate model, calibrated on a set of well-chosen experiments.
The outputs considered are the annual mean temperature and
precipitation and the growing degree days (GDD). The experiments
were run on two distinct land surface schemes to estimate the
importance of vegetation feedbacks on climate variance. This
analysis provides a spatial description of the variance due to the
factors and their combinations, in the form of "fingerprints"
obtained from the covariance indices. The results are broadly
consistent with the current under-standing of Earth's climate response
to the astronomical forcing. In particular, precession and obliquity
are found to contribute in LOVECLIM equally to GDD in the Northern
Hemisphere, and the effect of obliquity on the response of Southern
Hemisphere temperature dominates precession effects. Precession
dominates precipitation changes in subtropical areas. Compared to
standard approaches based on a small number of simulations, the
methodology presented here allows us to identify more systematically
regions susceptible to experiencing rapid climate change in response
to the smooth astronomical forcing change. In particular, we find
that using interactive vegetation significantly enhances the expected
rates of climate change, specifically in the Sahel (up to 50%
precipitation change in 1000 years) and in the Canadian Arctic
region (up to 3° in 1000 years). None of the tested
astronomical configurations were found to induce multiple steady
states, but, at low obliquity, we observed the development of an
oscillatory pattern that has already been reported in LOVECLIM.
Although the mathematics of the analysis are fairly straightforward,
the emulation approach still requires considerable care in its
implementation. We discuss the effect of the choice of length scales and
the type of emulator, and estimate uncertainties associated with
specific computational aspects, to conclude that the principal
component emulator is a good option for this kind of application.