F. A?delli, M. Ouessa?, S. M'he?di, M. Guied, H. Khatteli et al., Mo?ito?i?g Soil Moistu?e Co?te?t of Jessou? i? the Watershed of Wadi Jir, Water and Land Security in Drylands, pp.97-110

D. Altdorff, C. Hebel, . Von, N. Borchard, J. Kruk et al., Potential of catchment-wide soil water content prediction using electromagnetic induction in a forest ecosystem, Environ Earth Sci, vol.76, 2017.

M. Arnaud and X. Emery, Esti?atio? et i?te?polatio? spatiale : ??thodes d?te??i?istes et ??thodes g?ostatisti?ues, 2000.

B. ,

N. Baghdadi, G. G?a?djea?, D. Laho?d??e, P. Paillou, Y. Las?e et al., Appo?t de l'i?age?ie satellitai?e ?ada? pou? l'e?plo?atio? g?ologi?ue e? zo?es a?ides, Co?ptes Re?dus Geoscience, vol.337, pp.719-728

A. Bárdossy and W. Lehmann, Spatial distribution of soil moisture in a small catchment. Part 1: geostatistical analysis, Journal of Hydrology, vol.206, pp.152-154, 1998.

A. Biswas and B. C. Si, Identifying scale specific controls of soil water storage in a hummocky landscape using wavelet coherency, Geoderma, vol.165, pp.50-59, 2011.

J. M. Blonquist, S. B. Jones, and D. A. Robinson, Standardizing Characterization of Electromagnetic Water Content Sensors, Vadose Zone Journal, vol.4, pp.1059-1069, 2005.

T. Blume, E. Zehe, and A. Bronstert, Use of soil moisture dynamics and patterns at different spatio-temporal scales for the investigation of subsurface flow processes, Hydrol. Earth Syst. Sci, vol.13, pp.1215-1233, 2009.

E. M. Blyth, J. Finch, M. Robinson, and P. Rosier, Can soil moisture be mapped onto the terrain?, Hydrology and Earth System Sciences Discussions, vol.8, pp.923-930, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00304972

H. R. Bogena, M. Herbst, J. A. Huisman, U. Rosenbaum, A. Weuthen et al., Potential of Wireless Sensor Networks for Measuring Soil Water Content Variability, Vadose Zone Journal, vol.9, pp.1002-1013, 2010.

H. R. Bogena, J. A. Huisman, R. Baatz, H. Hendricks-franssen, and H. Vereecken, Accuracy of the cosmic-ray soil water content probe in humid forest ecosystems: The worst case scenario, Water Resour. Res, vol.49, pp.5778-5791, 2013.

E. C. Brevik, T. E. Fenton, and A. Lazari, Soil electrical conductivity as a function of soil water content and implications for soil mapping, Precision Agric, vol.7, pp.393-404, 2006.

L. Brillante, B. Bois, O. Mathieu, V. Bichet, D. Michot et al., Monitoring soil volume wetness in heterogeneous soils by electrical resistivity. A field-based pedotransfer function, pp.56-66, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01011120

L. Brocca, F. Melone, T. Moramarco, and R. Morbidelli, Spatial-temporal variability of soil moisture and its estimation across scales, Water Resour. Res, vol.46, 2010.

L. Brocca, T. Tullo, F. Melone, T. Moramarco, and R. Morbidelli, Catchment scale soil moisture spatial-temporal variability, Journal of Hydrology, vol.422, pp.63-75, 2012.

E. Broedel, J. Tomasella, L. A. Cândido, and C. Von-randow, Deep soil water dynamics in an undisturbed primary forest in central Amazonia: Differences between normal years and the 2005 drought, Hydrol. Process, vol.31, pp.1749-1759, 2017.

P. Brunet, R. Clément, and C. Bouvier, Monitoring soil water content and deficit using Electrical Resistivity Tomography (ERT)-A case study in the Cevennes area, France. Journal of Hydrology, vol.380, issue.1, pp.146-153, 2010.

C. Calamita, G. Perrone, A. Brocca, L. Onorati, B. Manfreda et al., Field test of a multi-frequency electromagnetic induction sensor for soil moisture monitoring in southern Italy test sites, Journal of Hydrology, vol.529, pp.316-329, 2015.

A. Calvo-cases, A. M. Harvey, J. Paya-serrano, and R. W. Alexander, Response of badland surfaces in south east Spain to simulated rainfall, Cuaternario y Geomorfologia, vol.5, pp.3-14, 1991.

Y. Cantón, A. Solé-benet, J. De-vente, C. Boix-fayos, A. Calvo-cases et al., A review of runoff generation and soil erosion across scales in semiarid south-eastern Spain, Journal of Arid Environments, Deserts of the World Part IV: Iberian Southeast, vol.75, pp.1254-1261, 2011.

D. Cao, B. Shi, H. Zhu, K. Zhu, G. Wei et al., Performance evaluation of two types of heated cables for distributed temperature sensing-based measurement of soil moisture content, Journal of Rock Mechanics and Geotechnical Engineering, vol.8, pp.212-217, 2016.

,. M. Cas, A. Plaza, and M. Ma?-?ez-mena, The role of antecedent soil water content in the runoff response of semiarid catchments: a simulation approach, Journal of Hydrology, vol.284, issue.03, pp.264-270, 2003.

V. Comegna and A. Basile, Temporal stability of spatial patterns of soil water storage in a cultivated Vesuvian soil, Geoderma, vol.62, pp.90042-90048, 1994.

C. Corradini, Soil moisture in the development of hydrological processes and its determination at different spatial scales, Journal of Hydrology, 2014.

C. Cosandey, V. Andréassian, C. Martin, J. F. Didon-lescot, J. Lavabre et al., The hydrological impact of the mediterranean forest: a review of French research, Journal of Hydrology, vol.301, pp.235-249, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00327222

O. Maquaire, A. Ritzenthaler, D. Fabre, B. Ambroise, Y. Thiery et al., Caractérisation des p?ofils de fo??atio?s supe?fi?ielles pa? p???t?o??t?ie d??a?i?ue à ??e?gie va?ia?le : appli?atio? au? ?a??es ?oi?es de Draix, vol.334, pp.1788-1789, 2002.

E. Martini, U. Werban, S. Zacharias, M. Pohle, P. Dietrich et al., Repeated electromagnetic induction measurements for mapping soil moisture at the field scale: validation with data from a wireless soil moisture monitoring network, Hydrol. Earth Syst. Sci, vol.21, pp.495-513, 2017.

G. Matheron, Random Functions and their Application in Geology, Geostatistics, Computer Applications in the Earth Sciences, pp.79-87, 1970.
DOI : 10.1007/978-1-4615-7103-2_7

N. Mathys, S. Brochot, M. Meunier, and D. Richard, Calibration of the ETC rainfall-runoff-erosion model. CATENA, Gully Erosion and Global Change, vol.50, pp.527-548, 2003.

N. Mathys, S. Klotz, M. Esteves, L. Descroix, and J. M. Lapetite, Runoff and erosion in the Black Marls of the French Alps: Observations and measurements at the plot scale. CATENA, Gully Erosion: A Global Issue 63, pp.261-281, 2005.
URL : https://hal.archives-ouvertes.fr/insu-00385361

N. Mathys, Analyse et mod?lisatio? à diff??e?tes ??helles des ???a?is?es d'??osio? et de t?a?spo?t de ?at??iau? solides, vol.339, p.p, 2006.

D. Michot, Y. Benderitter, A. Dorigny, B. Nicoullaud, D. King et al., Spatial and temporal monitoring of soil water content with an irrigated corn crop cover using surface electrical resistivity tomography, Water Resour. Res, vol.39, 1138.
DOI : 10.1029/2002wr001581
URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2002WR001581

H. Mittelbach, F. Casini, I. Lehner, A. J. Teuling, and S. I. Seneviratne, Soil moisture monitoring for climate research: Evaluation of a low-cost sensor in the framework of the Swiss Soil Moisture Experiment (SwissSMEX) campaign, J. Geophys. Res, vol.116, 2011.

B. P. Mohanty and T. H. Skaggs, Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation. Advances in Water Resources, Nonlinear Propagation of Multi-scale Dynamics Through Hydrologic Subsystems, vol.24, pp.1051-1067, 2001.
DOI : 10.1016/s0309-1708(01)00034-3

T. E. Ochsner, M. H. Cosh, R. H. Cuenca, W. A. Dorigo, C. S. Draper et al., State of the Art in Large-Scale Soil Moisture Monitoring, Soil Science Society of America Journal, vol.77, pp.1888-1919, 2013.
URL : https://hal.archives-ouvertes.fr/ird-00913404

F. Panissod, J. Bailly, S. Durrieu, A. Jacome, N. Mathys et al., Qualification de modèles numériques de terrain LiDAR pour l'érosion : application aux badlands de Draix. Revue Française de Photogrammétrie et de Télédétection, vol.192, pp.50-57, 2010.

M. Plutowski, S. Sakata, and H. White, Cross-validation estimates IMSE, Advances in neural information processing systems, vol.6, 1994.

W. Qu, H. R. Bogena, J. A. Huisman, and H. Vereecken, Calibration of a Novel Low-Cost Soil Water Content Sensor Based on a Ring Oscillator, Vadose Zone Journal, vol.12, 2013.

P. F. Quinn and K. J. Beven, Spatial and temporal predictions of soil moisture dynamics, runoff, variable source areas and evapotranspiration for plynlimon, mid-wales, Hydrol. Process, vol.7, pp.425-448, 1993.
DOI : 10.1002/hyp.3360070407

A. W. Western, S. Zhou, R. B. Grayson, T. A. Mcmahon, G. Blöschl et al., Spatial correlation of soil moisture in small catchments and its relationship to dominant spatial hydrological processes, Journal of Hydrology, vol.286, pp.113-134, 2004.

M. S. Wigmosta, B. Nijssen, and P. Storck, The Distributed Hydrology Soil Vegetation Model. University of Washington, 1994.

Q. Y. Zhou, J. Shimada, and A. Sato, Three-dimensional spatial and temporal monitoring of soil water content using electrical resistivity tomography, Water Resour. Res, vol.37, pp.273-285, 2001.
DOI : 10.1029/2000wr900284

M. Zreda, D. Desilets, T. P. Ferré, and R. L. Scott, Measuring soil moisture content non-invasively at intermediate spatial scale using cosmic-ray neutrons, Geophys. Res. Lett, vol.35, p.21402, 2008.
DOI : 10.1029/2008gl035655
URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2008GL035655

R. B. Alexander, E. W. Boyer, R. A. Smith, G. E. Schwarz, and R. B. Moore, The Role of Headwater Streams in Downstream Water Quality1, JAWRA Journal of the American Water Resources Association, vol.43, pp.41-59, 2007.

A. Amengual, R. Romero, M. Gómez, A. Martín, and S. Alonso, A Hydrometeorological Modeling Study of a Flash-Flood Event over Catalonia, Spain. J. Hydrometeor, vol.8, pp.282-303, 2007.
DOI : 10.1175/jhm577.1

S. Anderton, J. Latron, and F. Gallart, Sensitivity analysis and multi-response, multi-criteria evaluation of a physically based distributed model, Hydrological Processes, vol.16, pp.333-353, 2002.

J. Arnaez, T. Lasanta, P. Ruiz-flaño, and L. Ortigosa, Factors affecting runoff and erosion under simulated rainfall in Mediterranean vineyards, Soil Tillage Res, vol.93, issue.2, pp.324-334, 2007.
DOI : 10.1016/j.still.2006.05.013

B. ,

A. Bahremand and F. De-smedt, Distributed hydrological modeling and sensivity analysis in Torya watershed, Slovakia. Water Resources Management, vol.22, pp.392-408, 2008.

K. Beven, How far can we go in distributed hydrological modelling?, Hydrol. Earth Syst. Sci, vol.5, pp.1-12, 2001.
URL : https://hal.archives-ouvertes.fr/hal-00304564

K. J. Beven, Streamflow generation processes. Streamflow generation processes, vol.431, 2006.

T. Blume and H. J. Van-meerveld, From hillslope to stream: methods to investigate subsurface connectivity, WIREs Water, vol.2, pp.177-198, 2015.

E. Bochet, J. Poesen, and J. L. Rubio, Runoff and soil loss under individual plants of a semi-arid Mediterranean shrubland: influence of plant morphology and rainfall intensity, Earth Surface Processes and Landforms, vol.31, pp.536-549, 2006.

A. L. Borges, Mod?lisatio? de l???osio? su? deu? ?assi?s ?e?sa?ts e?p??i?e?tau? des Alpes du Sud ?Theses?, U?i?e?sit? Joseph-Fourier-Grenoble I, vol.259, p.p, 1993.

I. Braud, H. Roux, S. Anquetin, M. Maubourguet, C. Manus et al., The use of distributed hydrological models for the Gard 2002 flash flood event: Analysis of associated hydrological processes, Flash Floods: Observations and Analysis of Hydrometeorological Controls, vol.394, pp.162-181, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00546711

P. A. Brivio, R. Colombo, M. Maggi, and R. Tomasoni, Integration of remote sensing data and GIS for accurate mapping of flooded areas, International Journal of Remote Sensing, vol.23, pp.429-441, 2002.

S. Brochot and M. Meunier, U? ?od?le d???osio? des to??e?ts e? ??ue ?ETC?, 1996.

I. R. Calder and B. Aylward, Forest and Floods. Water International, vol.31, pp.87-99, 2006.

H. L. Cloke, F. Pappenberge, and J. P. Renaud, Multi-method global sensitivity analysis for modeling floodplain, Hydrological Processes, vol.22, pp.1660-1674, 2008.

A. Cras, V. Marc, and Y. Travi, Hydrological behaviour of sub-Mediterranean alpine headwater streams in a badlands environment, Journal of Hydrology, vol.339, pp.130-144, 2007.

J. D-dehotin, P. Breil, I. Braud, A. De-lavenne, M. Lagouy et al., Detecting surface runoff location in a small catchment using distributed and simple observation method, Journal of Hydrology, vol.525, pp.113-129, 2015.

T. Dizier, Application du modèle hydro-sédimentaire distribué à base physique DHSVM (Distributed Hydrology Soil Vegetation Model), sur un petit bassin versant de montagne instrumenté, vol.60, 2010.

L. Dolciné, H. Andrieu, D. Sempere-torres, and D. Creutin, Flash Flood Forecasting with Coupled Precipitation Model in Mountainous Mediterranean Basin, Journal of Hydrologic Engineering, vol.6, pp.1-1, 2001.

I. G. Dubus, C. D. Briwn, and S. Beulke, Sensitivity analysis for four pesticide leaching models, Pest Manag. Sci, vol.59, pp.962-982, 2003.

A. N. Engida, Hydrological and Suspended Sediment Modeling in the Lake Tana Basin, Ethiopia (phdthesis), vol.264, p.p, 2010.

M. Esteves, L. Descroix, N. Mathys, and J. Lapetite, Soil hydraulic properties in a marly gully catchment, 2005.
URL : https://hal.archives-ouvertes.fr/insu-00382111

F. Gallart, M. Marignani, N. Pérez-gallego, E. Santi, and S. Maccherini, Thirty years of studies on badlands, from physical to vegetational approaches. A succinct review, CATENA, Updating Badlands Research, vol.106, pp.4-11, 2013.

E. Garel, V. Marc, S. Ruy, A. Cognard-plancq, S. Klotz et al., Large scale rainfall simulation to investigate infiltration processes in a small landslide under dry initial conditions: the Draix hillslope experiment, Hydrol. Process, vol.26, pp.2171-2186, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01336709

R. S. Greene and G. R. Sawtell, A collection system for measuring runoff and soil erosion with a mobile rainfall simulator on sealed and stony red earth soils, Soil Res, vol.30, pp.457-463, 1992.

A. V. Griensven, T. Meixner, S. Grunwald, T. Bishop, M. Diluzio et al., A global sensitivity analysis tool for parameters fo multi-variable catchment models, Journal of Hydrology, vol.324, pp.10-23, 2006.

J. Gurtz, M. Zappa, K. Jasper, H. Lang, M. Verbunt et al., A comparative study in modelling runoff and its components in two mountainous catchments, Hydrological Processes, vol.17, pp.297-311, 2003.

H. Holvoet, K. Griensven, A. Seuntjens, P. Vanrolleghem, and A. A. , Sensitivity analysis for hydrology and pesticide supply towards the river in SWAT, Phys. Chem. Earth, vol.30, pp.518-526, 2005.

, J

S. K. Jain, R. D. Singh, M. K. Jain, and A. K. Lohani, Delineation of Flood-Prone Areas Using Remote Sensing Techniques, Water Resour Manage, vol.19, pp.333-347, 2005.

K. Jasper, Coupled runoff simulations as validation tools for atmospheric models at the regional scale, Quarterly Journal of the Royal Meteorological Society, 2003.

D. Joly, T. Brossard, H. Cardot, J. Cavailhès, M. Hilal et al., Les types de climats en France, une construction spatiale (Types of climate on continental France, a spatial construction), Cybergeo: European Journal of Geography, vol.501, 2010.

K. Loague, C. S. Heppner, B. B. Mirus, B. A. Ebel, Q. Ran et al., Physics-based hydrologic-response simulation: foundation for hydroecology and hydrogeomorphology, Hydrological Processes, vol.20, pp.1231-1237, 2006.

N. Mathys, S. Brochot, M. Meunier, and D. Richard, Calibration of the ETC rainfall-runoff-erosion model. CATENA, Gully Erosion and Global Change, vol.50, pp.527-548, 2003.

N. Math?s and . ???6, A?al?se et ?od?lisatio? à diff??e?tes ??helles des ???a?is?es d???osio? et de t?a?spo?t de ?at??iau? solides, vol.339

M. Ángeles, G. , B. Susana, E. E. Small, B. Dixon-mike et al., Measurement of the connectivity of runoff source areas as determined by vegetation pattern and topography: A tool for assessing potential water and soil losses in drylands, Water Resources Research, vol.44, 2008.

J. J. Mcdonnell, Where does water go when it rains? Moving beyond the variable source area concept of rainfall-runoff response, Hydrological Processes, vol.17, pp.1869-1875, 2003.

H. K. Mcmillan and M. S. Srinivasan, Characteristics and controls of variability in soil moisture and groundwater in a headwater catchment, Hydrol. Earth Syst. Sci, vol.19, pp.1767-1786, 2015.

J. E. Nash and J. V. Sutcliffe, River flow forecasting through conceptual models part I-A discussion of principles, Journal of Hydrology, vol.10, pp.90255-90261, 1970.

P. Andrew and J. , Streamflow Generation Processes: An Austral View, Water Resources Research, vol.26, pp.3037-3047, 2010.

J. C. Refsgaard and J. Knudsen, Operational Validation and Intercomparison of Different Types of Hydrological Models, Water Resources Research, 1996.

F. Rey, Y. Robert, and O. Vento, Influence de la végétation forestière sur la formation de dépôts sédimentaires en terrains ?a??eu?/ I?flue??e of fo?est ?egetatio? o? sedi?e?t deli?e?? i? ?a?l? te??ai?. G?o?o?phologie : ?elief, p?o?essus, vol.8, pp.85-92, 2002.

O. Ribolzi, P. Andrieux, V. Valles, R. Bouzigues, T. Bariac et al., Contribution of groundwater and overland flows to storm flow generation in a cultivated Mediterranean catchment. Quantification by natural chemical tracing, Journal of Hydrology, vol.233, pp.238-247, 2000.

A. Ritter and R. Muñoz-carpena, Performance evaluation of hydrological models: Statistical significance for reducing subjectivity in goodness-of-fit assessments, Journal of Hydrology, vol.480, pp.33-45, 2013.

P. Roche, J. Miquel, and E. Gaume, Hydrologie quantitative: Processus, modèles et aide à la décision, Ingénierie et développement durable, 2012.

M. Si?apala? and . ????, The se??et to ?doi?g ?ette? h?d?ologi?al s?ie??e?: ?ha?ge the ?uestio?! H?d?ologi?al P?o?esses ?? ???, pp.1391-1396

P. Sto??k, L. Bo?li?g, P. Wethe??ee, D. Lette??aie?, and . ????, Appli?atio? of a GIS-?ased dist?i?uted hydrology model for prediction of forest harvest effects on peak stream flow in the Pacific Northwest, Hydrological Processes T

M. Thoré, Etablissement d'une carte numérique des profondeurs de sol sur le bassin versant de la Bléone (04). Diplôme d'ingénieur ENSAR, vol.69, 2008.

D. M. Tralli, R. G. Blom, V. Zlotnicki, A. Donnellan, and D. L. Evans, Satellite remote sensing of earthquake, volcano, flood, landslide and coastal inundation hazards. ISPRS Journal of Photogrammetry and Remote Sensing, Remote Sensing and Geospatial Information for Natural Hazards Characterization, vol.59, pp.185-198, 2005.

J. R. Vanshaar, I. Haddeland, and D. P. Lettenmaier, Effects of land-cover changes on the hydrological response of interior Columbia River basin forested catchments, Hydrological Processes, vol.16, pp.2499-2520, 2002.

H. Vereecken, A. Binley, G. Cassiani, A. Revil, and K. Titov, APPLIED HYDROGEOPHYSICS, Applied Hydrogeophysics, pp.1-8, 2006.
URL : https://hal.archives-ouvertes.fr/insu-00420308

T. Wagener, D. P. Boyle, M. J. Lees, H. S. Wheater, H. V. Gupta et al., A framework for development and application of hydrological models, Hydrol. Earth Syst. Sci, vol.5, pp.13-26, 2001.
URL : https://hal.archives-ouvertes.fr/hal-00304565

J. Wenninger, S. Uhlenbrook, S. Lorentz, and C. Leibungdut, Identification of runoff generation processes using combined hydrometric, tracer and geophysical methods in a headwater catchment in South Africa / Identification des processus de formation du débit en combinat la méthodes hydrométrique, traceur et géophysiques dans un bassin versant sud-africain, Hydrological Sciences Journal, vol.53, pp.65-80, 2008.

M. S. Wigmosta, L. Vail, and D. P. Lettenmaier, A distributed hydrology-vegetation model for complex terrain, Wat. Resour. Res, vol.30, pp.1665-1679, 1994.

D. A. Woolhiser, R. E. Smith, and D. C. Goodrich, KINEROS, a Kinematic Runoff and Erosion Model : Documentation and User manual, Agriculture Research Service, vol.130, 1990.

S. Zacharias and G. Wessolek, Excluding Organic Matter Content from Pedotransfer Predictors of Soil Water Retention, Soil Science Society of America Journal, vol.71, pp.43-50, 2007.

H. Abdu, D. A. Robinson, M. Seyfried, and S. B. Jones, Geophysical imaging of watershed subsurface patterns and prediction of soil texture and water holding capacity, Water Resour. Res, vol.44, 2008.

H. Ajami, U. Khan, N. K. Tuteja, and A. Sharma, Development of a computationally efficient semi-distributed hydrologic modeling application for soil moisture, lateral flow and runoff simulation, Environmental Modelling & Software, vol.85, pp.319-331, 2016.

R. B. Alexander, E. W. Boyer, R. A. Smith, G. E. Schwarz, and R. B. Moore, The Role of Headwater Streams in Downstream Water Quality, J Am Water Resour Assoc, vol.43, pp.41-59, 2007.

R. Amiri, Q. Weng, A. Alimohammadi, and S. K. Alavipanah, Spatial-temporal dynamics of land surface temperature in relation to fractional vegetation cover and land use/cover in the Tabriz urban area, Iran. Remote Sensing of Environment, vol.113, pp.2606-2617, 2009.

J. M. Antoine, B. Desailly, and A. Peltier, Sources historiques et problématiques de recherche en géographie des risques naturels, vol.84, 2009.

M. Aubert, Caractérisation de l??tat de su?fa?e des sols ?us ag?i?oles pa? i?age?ie ?ada? Te??aSAR-X (phdthesis), 2012.

R. W. Bailey, R. J. Becraft, and C. L. Forsling, Floods and Accelerated Erosion in Northern Utah, U.S. Government Printing Office, 1934.

G. Balsamo, F. Pappenberger, E. Dutra, P. Viterbo, B. Hurk et al., A revised land hydrology in the ECMWF model: a step towards daily water flux prediction in a fully-closed water cycle, Hydrological Processes, vol.25, pp.1046-1054, 2011.

A. Bárdossy and W. Lehmann, Spatial distribution of soil moisture in a small catchment. Part 1: geostatistical analysis, Journal of Hydrology, vol.206, pp.152-154, 1998.

M. Barriendos-valve, R. Bellet, J. Lluís, J. Tuset-mestre, J. Mazón-bueso et al., The ?P?ediflood? data?ase of histo?i?al floods in Catalonia (NE Iberian Peninsula) AD 1035-2013, and its potential applications in flood analysis, Hydrology and Earth system sciences, vol.18, pp.4807-4823

J. Bechet, J. Duc, A. Loye, M. Jaboyedoff, N. Mathys et al., Detection of seasonal cycles of erosion processes in a black marl gully from a time series of high-resolution digital elevation models (DEMs), Earth Surface Dynamics, vol.4, pp.781-798, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01507419

S. Beguería, J. I. López-moreno, A. Lorente, M. Seeger, and J. M. García-ruiz, Assessing the Effect of Climate Oscillations and Land-use Changes on Streamflow in the Central Spanish Pyrenees, AMBIO: A Journal of the Human Environment, vol.32, pp.283-286, 2003.

L. Benda, M. A. Hassan, M. Church, and C. L. May, Geomorphology of Steepland Headwaters: The Transition from Hillslopes to Channels1, JAWRA Journal of the American Water Resources Association, vol.41, pp.835-851, 2005.

K. J. Beven and M. J. Kirkby, A physically based, variable contributing area model of basin hydrology / Un modèle à base ph?si?ue de zo?e d?appel ?a?ia?le de l?h?d?ologie du ?assi? ?e?sant, Hydrological Sciences Bulletin, vol.24, pp.43-69, 1979.

K. J. Beven, M. J. Kirkby, N. Schofield, and A. F. Tagg, Testing a physically-based flood forecasting model (TOPMODEL) for three U.K. catchments, Journal of Hydrology, vol.69, pp.90159-90167, 1984.

K. Beven and A. Binley, The future of distributed models: Model calibration and uncertainty prediction, Hydrol. Process, vol.6, pp.279-298, 1992.

K. Bishop, I. Buffam, M. Erlandsson, J. Fölster, H. Laudon et al., Aqua Incognita: the unknown headwaters, Hydrol. Process, vol.22, pp.1239-1242, 2008.

A. Biswas and B. C. Si, Identifying scale specific controls of soil water storage in a hummocky landscape using wavelet coherency, Geoderma, vol.165, pp.50-59, 2011.

B. Bla?ou? and . ????, Etude du ???le de l?eau au ?o?e? de l?o??g??e ?? et du t?itiu?: possi?ilit?s et li?ites de la ??thode des isotopes du milieu en hydrologie de la zone tempérée

J. M. Blonquist, S. B. Jones, and D. A. Robinson, Standardizing Characterization of Electromagnetic Water Content Sensors, Vadose Zone Journal, vol.4, pp.1059-1069, 2005.

G. Blöschl, A. P. Blaschke, M. Broer, C. Bucher, G. Carr et al., The Hydrological Open Air Laboratory (HOAL) in Petzenkirchen: a hypothesis-driven observatory, Hydrol. Earth Syst. Sci, vol.20, pp.227-255, 2016.

T. Blume, E. Zehe, and A. Bronstert, Rainfall-runoff response, event-based runoff coefficients and hydrograph separation, Hydrological Sciences Journal, vol.52, pp.843-862, 2007.

T. Blume and H. J. Tromp-van-meerveld, From hillslope to stream: methods to investigate subsurface connectivity, WIREs Water, vol.2, pp.177-198, 2015.

T. Blume, E. Zehe, D. E. Reusser, A. Iroumé, and A. Bronstert, Investigation of runoff generation in a pristine, poorly gauged catchment in the Chilean Andes I: A multi-method experimental study, Hydrological Processes, vol.22, pp.3661-3675, 2008.

M. Boer, G. Del-barrio, and J. Puigdefábres, Mapping soil depth classes in dry Mediterranean areas using terrain attributes derived from a digital elevation model, Geoderma, vol.72, pp.24-33, 1996.

H. Bogena, K. Schulz, and H. Vereecken, Towards a network of observatories in terrestrial environmental research, Advances in Geosciences, vol.9, pp.109-114, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00296963

H. R. Bogena, J. A. Huisman, C. Oberdörster, and H. Vereecken, Evaluation of a low-cost soil water content sensor for wireless network applications, Journal of Hydrology, vol.344, pp.32-42, 2007.

J. B. Boisvert, Q. H. Gwyn, A. Chanzy, D. J. Major, B. Brisco et al., Effect of surface soil moisture gradients on modelling radar backscattering from bare fields, International Journal of Remote Sensing, vol.18, pp.153-170, 1997.

J. M. Bosch and J. D. Hewlett, A review of catchment experiments to determine the effect of vegetation changes on water yield and evapotranspiration, Journal of Hydrology, vol.55, pp.3-23, 1982.

D. Brammer, N. Maimai, I. Braud, P. Ayral, C. Bouvier et al., Multi-scale hydrometeorological observation and modelling for flash flood understanding, Hydrologie des collines dans un petit bassin versant boisé, vol.18, pp.3733-3761, 1996.

J. P. Bravard and F. Petit, Les ?ou?s d?eau : d??a?i?ue du s?st??e flu?ial, L'information géographique, vol.62, p.93, 1998.

E. C. Brevik, T. E. Fenton, and A. Lazari, Soil electrical conductivity as a function of soil water content and implications for soil mapping, Precision Agric, vol.7, pp.393-404, 2006.

L. Brocca, R. Morbidelli, F. Melone, and T. Moramarco, Soil moisture spatial variability in experimental areas of central Italy, Journal of Hydrology, vol.333, pp.356-373, 2007.

L. Brocca, F. Melone, T. Moramarco, and R. Morbidelli, Soil moisture temporal stability over experimental areas in Central Italy, Geoderma, vol.148, pp.364-374, 2009.

L. Brocca, F. Melone, T. Moramarco, and R. Morbidelli, Spatial-temporal variability of soil moisture and its estimation across scales, Water Resour. Res, vol.46, 2010.

L. Brocca, S. Hasenauer, T. Lacava, F. Melone, T. Moramarco et al., Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe, Remote Sensing of Environment, vol.115, pp.3390-3408, 2011.

S. Brochot, Les bassins versants de Draix. Géologie, p.2, 1997.

A. Bronstert, B. Creutzfeldt, T. Graeff, I. Hajnsek, M. Heistermann et al., Potentials and constraints of different types of soil moisture observations for flood simulations in headwater catchments, Nat Hazards, vol.60, pp.879-914, 2012.

J. M. Buttle and R. A. Metcalfe, Boreal forest disturbance and streamflow response, northeastern Ontario, Can. J. Fish. Aquat. Sci, vol.57, pp.5-18, 2000.

C. Calamita, Field test of a multi-frequency electromagnetic induction sensor for soil moisture monitoring in southern Italy test sites, Journal of Hydrology, vol.529, pp.316-329, 2015.

A. Calvo-cases, A. M. Harvey, J. Paya-serrano, and R. W. Alexander, Response of badland surfaces in south east Spain to simulated rainfall, Cuaternario y Geomorfologia, vol.5, pp.3-14, 1991.

J. E. Campbell, Dielectric Properties and Influence of Conductivity in Soils at One to Fifty Megahertz, Soil Science Society of America Journal, vol.54, pp.332-341, 1990.

?. A?t, A. Sol?-be?et, and R. ???, Soil-geo?o?pholog? ?ela o?s i? g?psife?ous ?ate?ials of the Ta?e??as ese?t Al?e? a, SE Spain), Geoderma, vol.115, pp.193-222

T. N. Carlson, R. R. Gillies, and E. M. Perry, A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover, Remote Sensing Reviews, vol.9, pp.161-173, 1994.

.. As-llo, A. ?ez-plaza, and M. Mena, The role of antecedent soil water content in the runoff response of semiarid catchments: a simulation approach, Journal of Hydrology, vol.284, issue.03, pp.264-270, 2003.

N. Chaney, J. Roundy, J. Herrera-est?ada, and E. Wood, High-?esolutio? ?odeli?g of the spatial hete?oge?eit? of soil ?oistu?e: Applications in network design, Water Resources Research, vol.51, pp.619-638

F. He?-ji?ua? and F. Je???, Spies Tho?as A., ????. ?o?i?g-Seaso? i??o?li?ati? ?adie?ts f?o? lea??ut Edges i?to Old-?o?th ouglas-Fi? Fo?ests, E?ologi?al Appli?atio?s ?

C. Martyn, P. , F. Ying, L. David, M. et al., Improving the representation of hydrologic processes in Earth System Models, Water Resources Research, vol.51, pp.5929-5956, 2015.

C. Martyn, P. , S. Bettina, S. Stanislaus, J. et al., Improving the theoretical underpinnings of p?o?ess-?ased h?d?ologi? ?odels, Wate? Resou??es Research, vol.52, pp.2350-2365, 2016.

V. Comegna and A. Basile, Temporal stability of spatial patterns of soil water storage in a cultivated Vesuvian soil, Geoderma, vol.62, pp.90042-90048, 1994.

N. Cortesi, J. C. O?zalez-hidalgo, R. M. Trigo, and A. M. Ramos, Weather types and spatial variability of precipitation in the Iberian Peninsula, International Journal of Climatology, 2013.

C. Cosandey, L?o?igi?e des ??ues da?s les ?assi?s-?e?sa?ts ?l??e?tai?es : du ?uisselle?e?t su? les ?e?sa?ts à l???oule?e?t de crue, Annales de Géographie, vol.99, pp.641-659, 1990.

C. Cosandey, J. Lavabre, C. Martin, and N. Mathys, Conséquences de la forêt méditerranéenne sur les écoulements de crue-Synthèse des recherches menées en France, 2002.

M. H. Cosh, T. E. Ochsner, L. Mckee, J. Dong, J. B. Basara et al., The Soil Moisture Active Passive Marena, Situ Sensor Testbed (SMAP-MOISST): Testbed Design and Evaluation of In Situ Sensors, vol.15, 2016.

E. Ossa?t, ,. Bou?l?s, R. B?au?he?, J. Fo?t, ,. Sia?e et al., L?e?gla?e?e?t du haut ?assi? du?a??ie? Alpes françaises du sud) du Dernier Maximum Glaciai?e à l?Holo???e : s??th?se ?h?o?ologi?ue. ?o?o?phologie : ?elief, processus, vol.17, pp.123-142

E. Cossart, Des sources sédimentaires à l?e?utoi?e : u? p?o?l??e de ?o??e?ti?it? ? thesis), 2014.

E. Ossa?t and . ????, L? i?)effi?a?it? g?o?o?phologi?ue des ?as?ades s?di?e?tai?es e? ?uestio? : les appo?ts d?u?e a?al?se ??seau. ??e?geo : Eu?opea? Jou??al of eog?aph?

R. M. Cowie, J. F. Knowles, K. R. Dailey, M. W. Williams, T. J. Mills et al., Sources of streamflow along a headwater catchment elevational gradient, Journal of Hydrology, vol.549, pp.163-178, 2017.

A. Cras, Etude et modélisation de la dynamique de fonctionnement hydrologique des bassins versants torrentiels ?a??eu?, appo?t du t?açage ?atu?el : appli?atio? au? ?assi?s ?e?sa?ts de ?e?he??he et d?e?p??i?e?tatio? B RE) de ?ai?, 2005.

A. Cras, V. Marc, and Y. Travi, Hydrological behaviour of sub-Mediterranean alpine headwater streams in a badlands environment, Journal of Hydrology, vol.339, pp.130-144, 2007.

Y. Crosaz, Lutte ?o?t?e l???osio? des te??es ?oi?es e? ?o?tag?es ?dite??a??e??e. o??aissa??e du ?at??iel ??g?tal he??a?? et ?ua?tifi?atio? de so? i?pa?t su? l???osio? phdthesis), 1995.

H. Cubizolle, C. Sacca, A. Tourman, J. Porteret, and G. Thébaud, Les tourbières du haut bassin versant de la Loire (Massif central oriental), Norois. Environnement, aménagement, pp.95-115, 2004.

Y. Dauge, Cadre de débat et de concertation dans le domaine des inondations, rapport de mission pour le Premier ?i?ist?e su? la p???e?tio? du ?is?ue d?i?o?datio?, p.55, 1999.

J. Davies, K. ;. Beven, and I. Braud, Which spatial discretization for distributed hydrological models? Proposition of a methodology and illustration for medium to large-scale catchments, Hydrol. Earth Syst. Sci, vol.12, pp.769-796, 2008.

J. Dehotin, P. Breil, I. Braud, A. De-lavenne, M. Lagouy et al., Detecting surface runoff location in a small catchment using distributed and simple observation method, Journal of Hydrology, vol.525, pp.113-129, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01461080

G. Delrieu, J. Nicol, E. Yates, P. Kirstetter, J. Creutin et al., in the Gard Region, France: A First Case Study for the Cévennes-Vivarais Mediterranean Hydrometeorological Observatory, J. Hydrometeor, vol.6, pp.34-52, 2002.

J. M. Detty and K. J. Mcguire, Threshold changes in storm runoff generation at a till-mantled headwater catchment, Water Resources Research, vol.46, 2010.

D. Castri, F. Vitali-di, and V. Castri, Soil fauna of mediterranean-climate regions, pp.445-478, 1981.

J. Doolittle, Q. Zhu, J. Zhang, L. Guo, and H. Lin, Geophysical investigations of soil-landscape architecture and its impacts on subsurface flow. Hydropedology: Synergistic integration of soil science and hydrology, 2012.

A. Douinot, A?al?se des p?o?essus d???oule?e?t lo?s de ??ues à ?i??ti?ue ?apide su? l?a?? ??dite??a??e? phdthesis), 2016.

J. Ou?i?et and . ????, Les ?assi?s ?e?sa?ts se?si?les au? ???ues ?apides? da?s le Bassi? Parisien-Analyse de la structure et de la dynamique de systèmes spatiaux complexes (phdthesis)

J. Ou?i?et and . ????, a?a?t??isti?ues des « ??ues ?apides » du ?o?d de la F?a??e Bassi? pa?isie?) et ?is?ues associés. Géomo?phologie : ?elief, p?o?essus, e??i?o??e?e?t ??

C. Dubreuil-boisclair, E. Gloaguen, D. Marcotte, and B. Giroux, Heterogeneous aquifer characterization from groundpenetrating radar tomography and borehole hydrogeophysical data using nonlinear Bayesian simulations, GEOPHYSICS, vol.76, pp.13-25, 2011.

B. Dumolard, Mise au point d'une technique d'étude et de mesure de l'altération des marnes dans les Terres Noires du Bathonien-Oxfordien, précédée d'une étude géologique des bassins versants expérimentaux de Draix, p.63, 1984.

M. Esteves, L. Descroix, N. Mathys, and J. M. Lapetite, Soil hydraulic properties in a marly gully catchment, CATENA, vol.63, 2005.
URL : https://hal.archives-ouvertes.fr/ird-02153554

V. Estupina-borrell, J. Chorda, and D. Dartus, Prévision des crues éclair, Comptes Rendus Geoscience, vol.337, pp.1109-1119, 2005.

J. S. Famiglietti, J. W. Rudnicki, and M. Rodell, Variability in surface moisture content along a hillslope transect: Rattlesnake Hill, Texas. Journal of Hydrology, vol.210, pp.187-192, 1998.

F. James, S. , R. Dongryeol, B. Aaron, A. Matthew et al., Field observations of soil moisture variability across scales, Water Resources Research, vol.44, 2008.

.. Fo?t and . ????, La diffi?ile gestio? des ?is?ues ?atu?els e? Hi?ala?a : u?e ?uestio? d???helle ? Le ?as du N?pal. Bulleti? de l?asso?iatio? de g?og?aphes f?a?çais. ?og?aphies ??, ???-256

R. A. Freeze and R. L. Harlan, Blueprint for a physically-based, digitally-simulated hydrologic response model, Journal of Hydrology, vol.9, pp.90020-90021, 1969.

G. ,

F. Gallart, J. Latron, and P. Llorens, Chapter 1 Catchment dynamics in a Mediterranean mountain environment. The Vallcebre research basins (southeastern Pyrenees) I: Hydrology, Developments in Earth Surface Processes, Catchment Dynamics and River Processes, pp.80007-80007, 2005.

H. Gao, C. Birkel, M. Hrachowitz, D. Tetzlaff, C. Soulsby et al., A simple topography-driven and calibrationfree runoff generation module, Hydrol. Earth Syst. Sci. Discuss, pp.1-42, 2018.

P. A. Garambois, H. Roux, K. Larnier, D. Labat, and D. Dartus, Parameter regionalization for a process-oriented distributed model dedicated to flash floods, Journal of Hydrology, vol.525, pp.383-399, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01178432

P. Garcia-estringana, J. Latron, P. Llorens, and F. Gallart, Spatial and temporal dynamics of soil moisture in a Mediterranean mountain area (Vallcebre, NE Spain). Ecohydrol, vol.6, pp.741-753, 2013.

J. M. García-ruiz, D. Regüés, B. Alvera, N. Lana-renault, P. Serrano-muela et al., Flood generation and sediment transport in experimental catchments affected by land use changes in the central Pyrenees, Journal of Hydrology, vol.356, pp.245-260, 2008.

J. C. Gaudu, J. M. Mathieu, J. C. Fumanal, L. Bruckler, A. Chanzy et al., Mesure de l?hu?idit? des sols pa? u?e ??thode ?apa?iti?e : a?al?se des fa?teu?s i?flue?ça?t la ?esu?e, Agronomy for Sustainable Development, vol.13, 1993.

E. Gaume, El??e?ts d?a?al?se su? les ??ues éclair (phdthesis). ENGREF (AgroParisTech), 2002.

E. Au?e, ,. Bai?, P. Be??a?da?a, O. Ne?i?ge?, ,. Ba??u? et al., A compilation of data on European flash floods, Journal of Hydrology, vol.367, pp.70-78, 2009.

E. Au?e, .. Bo?ga, and . ???, Etat des ?o??aissa??es ???e?tes a??uises su? les ??ues ??lai? e? Eu?ope : ?ila? du p?ojet de recherches européen HYDRATE (2006-2010). La Houille Blanche 24-30

V. Genuchten and M. Th, A Closed-form Equation for Predicting the Hydraulic Conductivity of Unsaturated Soils 1, Soil Science Society of America Journal, vol.44, pp.892-898, 1980.

I. Gherboudj, R. Magagi, A. A. Berg, and B. Toth, Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data, Remote Sensing of Environment, vol.115, pp.33-43, 2011.

G. Giot and I. Cousin, Méthode d'étalonnage des réfléctomètres de teneur en eau CS616 pour la mesure et le suivi de l'humidité du sol sur le site atelier OS, 2012.

C. J. Gleason and L. C. Smith, Toward global mapping of river discharge using satellite images and at-many-stations hydraulic geometry, PNAS, vol.111, pp.4788-4791, 2014.

T. Gomi, R. C. Sidle, and J. S. Richardson, Understanding Processes and Downstream Linkages of Headwater Systems, BioScience, vol.52, pp.905-916, 2002.

T. Graeff, E. Zehe, S. Schlaeger, M. Morgner, and A. Bauer, A quality assessment of Spatial TDR soil moisture measurements in homogenous and heterogeneous media with laboratory experiments, Hydrology and Earth System Sciences, vol.14, p.6, 2010.

R. Grayson and G. Blöschl, Spatial Patterns in Catchment Hydrology: Observations and Modelling. CUP Archive, 2001.

A. K. Guber, T. J. Gish, Y. A. Pachepsky, M. T. Van-genuchten, C. S. Daughtry et al., Temporal stability in soil water content patterns across agricultural fields, Catena, vol.73, pp.125-133, 2008.

B. R. Hanson and K. Kaita, Response of Electromagnetic Conductivity Meter to Soil Salinity and Soil-Water Content, Journal of Irrigation and Drainage Engineering, vol.123, issue.2, pp.733-9437, 1997.

A. Hauet, M. Jodeau, J. L. Coz, B. Marchand, A. Moran et al., Application de la méthode LSPIV pour la mesure de champs de vitesse et de débits de crue sur modèle réduit et en rivière, pp.16-22, 2014.

I. Heidbüchel, A. Güntner, and T. Blume, Use of cosmic-ray neutron sensors for soil moisture monitoring in forests, Hydrol. Earth Syst. Sci, vol.20, pp.1269-1288, 2016.

J. .. He?lett and . ????, Effe?ts of Fo?est lea?-Felli?g o? the Sto?? H?d?og?aph, vol.6, pp.768-782

J. .. He?lett and . ????, o??e?ts o? lette?s ?elati?g to ?Role of su?su?fa?e flo? i? ge?e?ati?g su?fa?e ?u?off: ?, Upst?ea? sou??e a?eas? ?? R. Alla? F?eeze. Wate? Resou??es Resea??h ??

L. Holko, H. Holzmann, M. I. Lima, . De, J. L. Lima et al., Hydrological research in small catchments-an approach to improve knowledge on hydrological processes and global change impacts, Journal of Hydrology and Hydromechanics, vol.63, pp.181-182, 2015.

R. E. Horton, Erosional Development Of Streams And Their Drainage Basins, 1945.

, Hydrophysical Approach To Quantitative Morphology. GSA Bulletin, vol.56, pp.275-370

M. Hrachowitz and M. Clark, HESS Opinions: The complementary merits of competing modelling philosophies in hydrology, vol.21, p.8, 2017.

K. J. Hsü, Catastrophic Debris Streams (Sturzstroms) Generated by Rockfalls, GSA Bulletin, vol.86, pp.129-140, 1975.

J. A. Huisman, S. S. Hubbard, J. D. Redman, and A. P. Annan, Measuring Soil Water Content with Ground Penetrating Radar, Vadose Zone Journal, vol.2, pp.476-491, 2003.

F. Hupet and M. Vanclooster, Intraseasonal dynamics of soil moisture variability within a small agricultural maize cropped field, Journal of Hydrology, vol.261, pp.16-17, 2002.

M. Inoue, D. Park, D. Justic, and W. J. Wiseman, A high-resolution integrated hydrology-hydrodynamic model of the Barataria Basin system, Environmental Modelling & Software, vol.23, pp.1122-1132, 2008.

F. Jacob, F. Petitcolin, T. Schmugge, É. Vermote, A. French et al., Comparison of land surface emissivity and radiometric temperature derived from MODIS and ASTER sensors, Remote Sensing of Environment, vol.90, pp.137-152, 2004.

A. Jacome, C. Puech, D. Raclot, J. S. Bailly, and B. Roux, MNT issu de photographies par drone sur badlands, 2007.

P. Javelle, C. Fouchier, P. Arnaud, and J. Lavabre, Flash flood warning at ungauged locations using radar rainfall and antecedent soil moisture estimations, Flash Floods: Observations and Analysis of Hydrometeorological Controls, vol.394, pp.267-274, 2010.

S. D. Jawson and J. D. Niemann, Spatial patterns from EOF analysis of soil moisture at a large scale and their dependence on soil, land-use, and topographic properties, Advances in Water Resources, vol.30, pp.366-381, 2007.

V. Jetten, A. De-roo, and D. Favis-mortlock, Evaluation of field-scale and catchment-scale soil erosion models, CATENA, vol.37, pp.37-42, 1999.

V. Jetten, G. Govers, and R. Hessel, Erosion models: quality of spatial predictions, Hydrological Processes, vol.17, pp.887-900, 2003.

R. G. Kachanoski, I. J. Wesenbeeck, and E. G. Gregorich, Estimating Spatial Variations of Soil Water Content Using Noncontacting Electromagnetic Inductive Methods. Can, J. Soil. Sci, vol.68, pp.715-722, 1988.

,. Ka?gas, K. Soulis, and . ????, is?ussio? of ? ali??atio? of the ??HS Soil oistu?e Se?so? fo? South?est Flo?ida Ag?i?ultu?al Soils? by, Journal of Irrigation and Drainage Engineering, vol.141

C. Kendall and T. B. Coplen, Distribution of oxygen-18 and deuterium in river waters across the United States, Hydrological Processes, vol.15, pp.1363-1393, 2001.

S. Kim, Y. Y. Liu, F. M. Johnson, R. M. Parinussa, and A. Sharma, A global comparison of alternate AMSR2 soil moisture products: Why do they differ? Remote Sensing of Environment 161, pp.43-62, 2015.

K. Kinzli, A low cost remote monitoring method for determining farmer irrigation practises and water use. Problem perspectives and challenges of agricultural water management, 2012.

M. Kirkby, Hillslope runoff processes and models, Journal of Hydrology, vol.100, issue.88, pp.90190-90194, 1988.

M. Kohler and R. Linsley, The runoff from storm rainfall. US Departement Of Commerce, p.12, 1951.

G. M. Kondolf, D. R. Montgomery, H. Piégay, and L. Schmitt, Geomorphic Classification of Rivers and Streams, Tools in Fluvial Geomorphology, pp.171-204, 2005.
URL : https://hal.archives-ouvertes.fr/halshs-00662134

M. Kong, M. Chiari, S. Rimkus, J. M. Torowski, and P. Molnar, Sediment transport modelling in a distributed physically based hydrological catchment model, Hydrology and Earth System Sciences, 2011.

D. M. Krzeminska, S. C. Steele-dunne, T. A. Bogaard, M. M. Rutten, P. Sailhac et al., High-resolution temperature observations to monitor soil thermal properties as a proxy for soil moisture condition in clay-shale landslide, Hydrol. Process, vol.26, pp.2143-2156, 2012.

,. Ku?-? and . ????, Testi?g of a Field iele?t?i? Soil oistu?e ete?, GTJ, vol.4, pp.111-116

B. ;. Lacheny, . Cemagref, . Istg, . Grenoble, and O. Laganier, Un couplage de modèles hydrologique et hydraulique adapté à la modélisation et à la prévision des crues à cinétique rapide-Application au cas du bassin versant du Gardon (France), 1998.

P. Lahousse and P. Salvador, 24 juillet 1995, La crue torrentielle du Bez, vol.11, pp.163-170, 1998.

F. Laio, A. Porporato, L. Ridolfi, and I. Rodriguez-iturbe, Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress: II. Probabilistic soil moisture dynamics, Advances in Water Resources, vol.24, pp.5-7, 2001.

C. Lajournade, C. Beaufrère, G. Lalanne-berdouticq, and F. Martignac, La catastrophe de Bies?as du ? août ???? ; a?al?se de la crue torrentielle du rio Aras dans les Pyrénées aragonaises (Espagne), pp.128-137, 1998.

P. Langlois and D. Delahaye, RuiCells, automate cellulaire pour la simulation du ruissellement de surface, Revue internationale de géomatique, vol.12, pp.461-487, 2002.

R. Laste??et and . ????, Rôle de la zo?e ?o? satu??e da?s le fo??tio??e?e?t des a?uif??es ka?sti?ues : app?o?he pa? l??tude physico-?hi?i?ue et isotopi?ue du sig?al d?e?t??e et des e?utoi?es du ?assif du e?tou? au?luse)

J. Latron and F. Gallart, Runoff generation processes in a small Mediterranean research catchment (Vallcebre, Eastern Pyrenees), Journal of Hydrology, vol.358, pp.206-220, 2008.

P. Lefort and M. Chapuis, Incidence des aménagements hydro-électriques sur la morphologie des tronçons court-circuités de la Durance et du Verdon. La Houille Blanche 42-48, 2012.

S. Lekshmi, D. Singh, and M. Shojaei-baghini, A critical review of soil moisture measurement, 2014.

A. Lesaig?ou? and . ????, Esti?atio? de l?hu?idit? de su?fa?e des sols ?us à pa?ti? de l?i?age?ie h?pe?spe?t?ale à haute ??solution spatiale sur le domaine optique 0. 4-14 µm

F. Liébault and H. Piégay, Assessment of channel changes due to long-term bedload supply decrease, Geomorphology, vol.36, pp.44-45, 2001.

F. Liébault, C. Peteuil, and A. Remaître, Approches géomorphologiques de la production sédimentaire des torrents, Sciences Eau? a?d Te??itoi?es, 2010.

K. Loague, Soil water content at R-5. Part 1. Spatial and temporal variability, Journal of Hydrology, vol.139, pp.90204-90213, 1992.

J. Lozano-parra, S. Schnabel, and A. Ceballos-barbancho, The role of vegetation covers on soil wetting processes at rainfall event scale in scattered tree woodland of Mediterranean climate, Journal of Hydrology, vol.529, pp.951-961, 2015.

F. Luino, L. Turconi, G. Paliaga, F. Faccini, and F. Marincioni, Torrential floods in the upper Soana Valley (NW Italian Alps): Geomorphological processes and risk-reduction strategies, International Journal of Disaster Risk Reduction, vol.27, pp.343-354, 2018.

D. Lumbroso and E. Gaume, Reducing the uncertainty in indirect estimates of extreme flash flood discharges, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00907385

D. Luquet, Sui?i de l?etat h?d?i?ue des pla?tes pa? i?f?a?ouge the??i?ue : a?al?se e?pe?i?e?tale et ?odelisatio? de la ?a?ia?ilite des te?pe?atu?es au sei? d?u?e ?ultu?e e? ?a?g de ?oto??ie?s These), These de doctorat-Sciences de la terre M, 2002.

J. Malet, O. Maquaire, J. Locat, and A. Remaître, Assessing debris flow hazards associated with slow moving landslides: methodology and numerical analyses, Landslides, vol.1, pp.83-90, 2004.

V. Marc, Etude de la relation pluie-débit sur bassin versant en climat méditerranéen par le traçage chimique et isotopi?ue ?atu?el de l?eau R?al ollo?rier, massif des Maures, Var), pp.22-27, 1995.

V. Marc, C. Bertrand, J. Malet, N. Carry, R. Simler et al., Groundwater-Surface waters interactions at slope and catchment scales: implications for landsliding in clay-rich slopes, Hydrol. Process, vol.31, pp.364-381, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01594844

L. Marchi, M. Borga, E. Preciso, and E. Gaume, Characterisation of selected extreme flash floods in Europe and implications for flood risk management, Journal of Hydrology, vol.394, pp.118-133, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00575174

N. Martínez-carreras, M. Soler, E. Hernández, and F. Gallart, Simulating badland erosion with KINEROS2 in a small Mediterranean mountain basin (Vallcebre, Eastern Pyrenees). CATENA, Soil erosion and sediment transport under different land use/land cover scenarios 71, pp.145-154, 2007.

M. I. Martínez-garrido, R. Fort, M. Gómez-heras, J. Valles-iriso, and M. J. Varas-muriel, An overview of non-destructive and minimally invasive techniques for moisture control in the cultural heritage, Journal of Applied Geophysics, 2018.

C. Massari, L. Brocca, T. Moramarco, Y. Tramblay, and J. Didon-lescot, Potential of soil moisture observations in flood modelling: Estimating initial conditions and correcting rainfall, Advances in Water Resources, vol.74, pp.44-53, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01871888

N. Mathys, Analyse et modélisatio? à diff??e?tes ??helles des ???a?is?es d???osio? et de t?a?spo?t de ?at??iau? solides : ?as des petits ?assi?s ?e?sa?ts de ?o?tag?e su? ?a??e ?ai?, 2006.

R. M. Maxwell, L. E. Condon, and S. J. Kollet, A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow v3, 2015.

J. Mcdonnell and K. Beven, Debates-The future of hydrological sciences : A (common) path forward ? A call to action aimed at understanding velocities, celerities, and residence time distributions of the headwater hydrograph. Water Resource Research, vol.50, pp.5345-5350, 2014.

J. J. Mcdonnell and K. Beven, Debates-The future of hydrological sciences: A (common) path forward? A call to action aimed at understanding velocities, celerities and residence time distributions of the headwater hydrograph, Water Resour. Res, vol.50, pp.5342-5350, 2014.

B. Mcglynn, J. Mcdonnell, M. Stewart, and J. Seibert, On the relationships between catchment scale and streamwater mean residence time, Hydrol. Process, vol.17, pp.175-181, 2003.

N. J. Mckenzie and P. J. Ryan, Spatial prediction of soil properties using environmental correlation, Geoderma, vol.89, pp.137-139, 1999.

H. K. Mcmillan and M. S. Srinivasan, Characteristics and controls of variability in soil moisture and groundwater in a headwater catchment, Hydrol. Earth Syst. Sci, vol.19, pp.1767-1786, 2015.

L. Melsen, A. Teuling, P. Torfs, M. Zappa, N. Mizukami et al., Representation of spatial and temporal variability in large-domain hydrological models: case study for a mesoscale pre-Alpine basin, Hydrol. Earth Syst. Sci, vol.20, pp.2207-2226, 2016.

A. Ménard and D. J. Marceau, Simulating the impact of forest management scenarios in an agricultural landscape of southern Quebec, Canada, using a geographic cellular automata, Landscape and Urban Planning, vol.13, p.p, 2006.

P. Mendoza, Effects of Hydrologic Model Choice and Calibration on the Portrayal of Climate Change Impacts, Journal of Hydrometeorology, vol.16, issue.2, 2015.

M. Merheb, R. Moussa, C. Abdallah, F. Colin, C. Perrin et al., Hydrological response characteristics of Mediterranean catchments : a review, Hydrological Sciences Journal, pp.2520-2539, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01579161

.. Eu?ie?, . ????, and . La-?atast?ophe-du-?a?d-bo??a?d, , vol.78, pp.103-114

M. Meunier, Éléments d?h?d?auli?ue to??e?tielle. Etudes e?ag?ef, p.278, 1991.

J. L. Meyer, D. L. Strayer, J. B. Wallace, S. L. Eggert, G. S. Helfman et al., The Contribution of Headwater Streams to Biodiversity in River Networks1, JAWRA Journal of the American Water Resources Association, vol.43, pp.86-103, 2007.

D. R. Montgomery and W. E. Dietrich, Channel Initiation and the Problem of Landscape Scale, Science, vol.255, pp.826-830, 1992.

P. Mougin, Les torrents de Savoie. Revue de Géographie Alpine, pp.453-468, 1914.

R. Moussa, Variabilité spatio-te?po?elle et ?od?lisatio? h?d?ologi?ue : appli?atio? au ?assi? du a?do? d?A?duze, 1991.

A. B. Murray, C. ;. Paola, N. D. Higy, and D. Richard, Assessing the effect of environmental and anthropogenic factors on land-cover diversity in a Mediterranean mountain environment, Les risques naturels en montagne. Editions Quae. 392p. Nogués-Bravo, vol.38, pp.432-444, 1994.

L. Nyberg, Spatial variability of soil water content in the covered catchment at Gårdsjön, Sweden, Hydrological Processes, vol.10, pp.89-103, 1996.

C. J. Ocampo, M. Sivapalan, and C. Oldham, Hydrological connectivity of upland-riparian zones in agricultural catchments: Implications for runoff generation and nitrate transport, Journal of Hydrology, vol.331, pp.643-658, 2006.

M. Owe, R. De-jeu, and J. Walker, A methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index-IEEE Journals & Magazine P, 2001.

J. Padhi and R. K. Misra, Sensitivity of EM38 in determining soil water distribution in an irrigated wheat field, Soil and Tillage Research, vol.117, pp.93-102, 2011.

M. Pardé, Les phénomènes torrentiels sur le rebord oriental du Massif Central, Revue de Géographie Alpine, vol.7, pp.1-199, 1919.

D. Penna, M. Borga, D. Norbiato, and G. Dalla-fontana, Hillslope scale soil moisture variability in a steep alpine terrain, Journal of Hydrology, vol.364, pp.311-327, 2009.

D. Penna, The influence of soil moisture on threshold runoff generation processes in an alpine headwater catchment, Hydrology and Earth System Sciences, vol.15, pp.689-702, 2011.

D. Penna, O. Oliviero, R. Assendelft, G. Zuecco, I. (. Meerveld et al., Tracing the Water Sources of Trees and Streams: Isotopic Analysis in a Small Pre-Alpine Catchment, Procedia Environmental Sciences, Four Decades of Progress in Monitoring and Modeling of Processes in the Soil-Plant-Atmosphere System: Applications and Challenges, vol.19, pp.106-112, 2013.

N. E. Peters, J. Freer, and B. T. Aulenbach, Hydrological Dynamics of the Panola Mountain Research Watershed, Georgia. Ground Water, vol.41, pp.973-988, 2003.

B. J. Peterson, W. M. Wollheim, and P. J. Mulholland, Control of nitrogen export from watersheds by headwater streams, Science, vol.292, pp.86-90, 2001.

A. .. Pet?o?i?, S. S. ?agi?e?i?, B. P. Radi?, A. Z. Pe?i?, and . ????, Histo?i?al to??e?tial flood e?e?ts i? the Kolu?a?a ?i?e? basin, Nat Hazards, vol.79, pp.537-547

L. Pfister, J. J. Mcdonnell, C. Hissler, and L. Hoffmann, Ground-based thermal imagery as a simple, practical tool for mapping saturated area connectivity and dynamics, Hydrol. Process, vol.24, pp.3123-3132, 2010.

Y. Qiu, B. Fu, J. Wang, and L. Chen, Soil moisture variation in relation to topography and land use in a hillslope catchment of the Loess Plateau, China. Journal of Hydrology, 2001.

W. Qu, H. R. Bogena, J. A. Huisman, and H. Vereecken, Calibration of a Novel Low-Cost Soil Water Content Sensor Based on a Ring Oscillator, Vadose Zone Journal, vol.12, 2013.

A. Quesney, L. Hégarat-mascle, S. Taconet, O. Vidal-madjar, D. Wigneron et al., Estimation of Watershed Soil Moisture Index from ERS/SAR Data, Remote Sensing of Environment, vol.72, pp.290-303, 2000.
URL : https://hal.archives-ouvertes.fr/hal-01647494

, , pp.102-111

R. Risti?, R. Kostadinov, S. Abolmasov, B. Dragicevi, S. Trivan et al., To??e?tial floods and town and country planning in Serbia, Natural Hazards Earth System Sciences

M. M. Rakotoarisoa, C. Fleurant, A. Amiot, A. Ballouche, P. Y. Communal et al., Un système multi-agent pour la modélisation des écoulements de surface sur un petit bassin versant viticole du Layon, pp.307-333, 2014.

O. Rakovec, R. Kumar, J. Mai, M. Cuntz, S. Thober et al., Multiscale and Multivariate Evaluation of Water Fluxes and States over European River Basins, J. Hydrometeor, vol.17, pp.287-307, 2015.

I. Ramos-diez, J. Navarro-hevia, R. S. Fernández, V. Díaz-gutiérrez, and J. Mongil-manso, Analysis of methods to determine the sediment retained by check dams and to estimate erosion rates in badlands, Environ Monit Assess, vol.188, 2016.

A. Recking, D. Richard, and G. Degoutte, Torrents et rivières de montagne: Dynamique et aménagement. Editions Quae, 2013.

I. Reid, Flash flood, Encyclopedia of Geomorphology. Routledge, vol.1156, 2004.

F. Re? and . ????, ??ie ??ologi?ue ?o?t?e l???osio? des ?a??es da?s les Alpes du Sud

F. Rey, Y. Robert, and O. Vento, Influence de la végétation forestière sur la formation de dépôts sédimentaires en terrains ?a??eu?/ I?flue??e of fo?est ?egetatio? o? sedi?e?t deli?e?? i? ?a?l? te??ai?. ?o?o?phologie : ?elief, p?o?essus, vol.8, pp.85-92, 2002.

F. Rey, J. Ballais, A. Ro???a, and .. ????, Rôle de la ??g?tatio? da?s la p?ote?tio? ?o?t?e l???osio? h?d?i?ue de su?fa?e, Comptes Rendus Geoscience, vol.336, pp.991-998

A. Reza, Q. Weng, K. Alimohammadi, and S. Kazem-alavipanah, Spatial-temporal dynamics of land surface temperature in relation to fractional vegetation cover and land use/cover in the Tabriz urban area, Iran. Remote Sensing of Environment, vol.113, pp.2606-2623, 2009.

F. Ries, S. Schmidt, M. Sauter, and J. Lange, Controls on runoff generation along a steep climatic gradient in the Eastern Mediterranean, Journal of Hydrology: Regional Studies, vol.9, pp.18-33, 2017.

R. Rigon, G. Bertoldi, and T. M. Over, GEOtop: A Distributed Hydrological Model with Coupled Water and Energy Budgets, J. Hydrometeor, vol.7, pp.371-388, 2006.

D. A. Robinson, H. Abdu, I. Lebron, and S. B. Jones, Imaging of hill-slope soil moisture wetting patterns in a semi-arid oak savanna catchment using time-lapse electromagnetic induction, Journal of Hydrology, vol.416, pp.39-49, 2012.

D. A. Robinson, C. S. Campbell, J. W. Hopmans, B. K. Hornbuckle, S. B. Jones et al., Soil Moisture Measurement for Ecological And Hydrological Watershed-Scale Observatories: A Review, pp.358-389, 2008.

M. Robinson, A. Cognard-plancq, C. Cosandey, J. David, P. Durand et al., Studies of the impact of forests on peak flows and baseflows: a European perspective, Forest Ecology and Management, vol.186, pp.85-97

S. Raphael, P. Ba???-ja?es, and E. Il?a?-sa?ah, Ba?te? ha?les H., ????. li?ate-?elated ?ha?ge i? a? i?te?tidal ?o??u?ity over short and long time scales, Ecological Monographs, vol.69, p.69, 1999.

G. B. Sahoo, C. Ray, and E. H. De-carlo, Calibration and validation of a physically distributed hydrological model, MIKE SHE, to predict streamflow at high frequency in a flashy mountainous Hawaii stream, Journal of Hydrology, vol.327, pp.94-109, 2006.

S. Schlaeger, C. Huebner, and R. Becker, Simple soil moisture probe low-cost measurement applications, EVOLUTION OF DRAINAGE SYSTEMS AND SLOPES IN BADLANDS AT PERTH AMBOY, NEW JERSEY. GSA Bulletin, vol.67, pp.597-646, 1956.

M. Seyfried, Spatial variability constraints to modeling soil water at different scales, Geoderma, vol.85, pp.22-28, 1998.

M. S. Seyfried, L. E. Grant, D. Marks, A. Winstral, and J. Mcnamara, Simulated soil water storage effects on streamflow generation in a mountainous snowmelt environment, Hydrological Processes, vol.23, pp.858-873, 2009.

M. S. Seyfried and B. P. Wilcox, Scale and the Nature of Spatial Variability: Field Examples Having Implications for Hydrologic Modeling, Water Resources Research, vol.31, pp.173-184, 2010.

R. L. Shreve, Stream Lengths and Basin Areas in Topologically Random Channel Networks, The Journal of Geology, vol.77, pp.397-414, 1969.

S. Marc, P. Naiara, F. Joshua, B. Baccini, and A. , Mapping forest canopy height globally with spaceborne lidar, Journal of Geophysical Research: Biogeosciences, vol.116, 2011.

A. B. Smith, J. P. Walker, A. W. Western, R. I. Young, K. M. Ellett et al., The Murrumbidgee soil moisture monitoring network data set, Water Resour. Res, vol.48, 2012.

C. Soulsby and D. Tetzlaff, Towards simple approaches for mean residence time estimation in ungauged basins using tracers and soil distributions, Journal of Hydrology, vol.363, pp.60-74, 2008.

D. Spelman, K. Kinzli, and T. Kunberger, Calibration of the 10HS Soil Moisture Sensor for Southwest Florida Agricultural Soils, Journal of Irrigation and Drainage Engineering, vol.139, pp.965-971, 2013.

A. N. Strahler, Dynamic basis of geomorphology, GSA Bulletin, vol.63, p.63, 1952.

A. N. Strahler, Hypsometric (Area-Altitude) Analysis Of Erosional Topography, GSA Bulletin, vol.63, pp.1117-1142, 1952.

K. Susanto, J. P. Malet, J. Gance, and V. Marc, Fiber Optics Distributed Temperature Sensing (FO-DTS) for Long-term Monitoring of Soil Water Changes in the Subsoil, 2017.

G. T-tarboton-david, A new method for the determination of flow directions and upslope areas in grid digital elevation models, Water Resources Research, vol.33, pp.309-319, 1997.

P. Tarolli, High-resolution topography for understanding Earth surface processes: Opportunities and challenges, Geomorphology, vol.216, pp.295-312, 2014.

T. K. Thierfelder, R. B. Grayson, D. Von-rosen, and A. W. Western, Inferring the location of catchment characteristic soil moisture monitoring sites. Covariance structures in the temporal domain, Journal of Hydrology, vol.280, pp.13-32, 2003.

N. Tho??e?et and . ????, A?al?se spatiale de ??seau? de ?a?i?es hi??a??his?es à pa?ti? de NT à diff??e?tes ??solutio?s : application aux badlands de Draix

C. F. Tolman, . Tucson, G. C. Topp, J. L. Davis, and A. P. Annan, Electromagnetic determination of soil water content: Measurements in coaxial transmission lines, Water Resour. Res, vol.16, pp.574-582, 1909.

J. Tricart, La crue de la mi-jui? ???? su? le uil, l?U?a?e et la e??e??ette, pp.565-627, 1958.

H. J. Tromp-van-meerveld, A. L. James, J. J. Mcdonnell, and N. E. Peters, A reference data set of hillslope rainfall-runoff response, Water Resour. Res, vol.44, 2008.

H. J. Tromp-van-meerveld and J. J. Mcdonnell, On the interrelations between topography, soil depth, soil moisture, transpiration rates and species distribution at the hillslope scale, Experimental Hydrology: A Bright Future, vol.29, pp.293-310, 2006.

H. J. Tromp-van-meerveld and J. J. Mcdonnell, Assessment of multi-frequency electromagnetic induction for determining soil moisture patterns at the hillslope scale, Journal of Hydrology, vol.368, pp.56-67, 2009.

S. Uhlenbrook, J. Mcdonnell, and C. Leibundgut, Runoff generation and implications for river basin modelling special issue, Hydrological Processes, vol.17, pp.197-198, 2003.

E. D. Ungar, E. Rotenberg, N. Raz-yaseef, S. Cohen, D. Yakir et al., Transpiration and annual water balance of Aleppo pine in a semiarid region: Implications for forest management, Forest Ecology and Management, vol.298, pp.39-51, 2013.

G. Vachaud, . Passerat-de, A. Silans, P. Balabanis, and M. Vauclin, Temporal Stability of Spatially Measured Soil Water Probability Density Function, Soil Science Society of America Journal, vol.49, pp.822-828, 1985.

A. Valente, R. Morais, A. Tuli, J. W. Hopmans, and G. J. Kluitenberg, Multi-functional probe for small-scale simultaneous measurements of soil thermal properties, water content, and electrical conductivity, The 19th European Conference on Solid-State Transducers, vol.132, pp.70-77, 2006.

D. Vallauri, Dynamique de la restauration forestière des sustrats marneux avec Pinus nigra J. F Arnold ssp. Nigra dans le secteur haut-p?o?e?çal : t?aje?toi?es d??a?i?ues, a?a??e?e?t du p?o?essus de ?estau?atio? et diag?osti? su? l?i?t?g?it? fonctionnelle des écosystèmes recrées, vol.3, 1997.

M. J. Van-de-wiel, T. J. Coulthard, M. G. Macklin, and J. Lewin, Embedding reach-scale fluvial dynamics within the CAESAR cellular automaton landscape evolution model. Geomorphology, Reduced-Complexity Geomorphological Modelling for River and Catchment Management, vol.90, pp.283-301, 2007.

K. Vanderlinden, H. Vereecken, H. Hardelauf, M. Herbst, G. Martínez et al., Temporal Stability of Soil Water Contents: A Review of Data and Analyses, Vadose Zone Journal, vol.11, 2012.

J. Vandervaere, M. Vauclin, and D. E. Elrick, Transient Flow from Tension Infiltrometers II. Four Methods to Determine Sorptivity and Conductivity, Soil Science Society of America Journal, vol.64, pp.1272-1284, 2000.

J. Vera, O. Mounzer, M. C. Ruiz-sánchez, I. Abrisqueta, L. M. Tapia et al., Soil water balance trial involving capacitance and neutron probe measurements, Agricultural Water Management, vol.96, pp.905-911, 2009.

H. Vereecken, J. A. Huisman, H. Bogena, J. Vanderborght, J. A. Vrugt et al., On the value of soil moisture measurements in vadose zone hydrology: A review, Water Resour. Res, vol.44, 2008.

H. Vereecken, J. A. Huisman, Y. Pachepsky, C. Montzka, J. Van-der-kruk et al., On the spatio-temporal dynamics of soil moisture at the field scale, Journal of Hydrology, Determination of soil moisture: Measurements and theoretical approaches, vol.516, pp.76-96, 2014.

,. , ,. Reulie?, and R. ????, I?pa?t de l?o?ga?isatio? des st?u?tu?es pa?sag??es su? les d??a?i?ues de ?uissellement de surface en domaine bocager. Etude comparée de 3 petits bassins versants bas-?o??a?ds. ?o?o?phologie : ?elief, processus, vol.20, pp.175-188

W. Wagner, G. Blöschl, P. Pampaloni, J. Calvet, B. Bizzarri et al., Operational readiness of microwave remote sensing of soil moisture for hydrologic applications, Hydrology Research, vol.38, pp.1-20, 2007.

W. Wagner, V. Naeimi, K. Scipal, R. Jeu, . De et al., Soil moisture from operational meteorological satellites, Hydrogeol J, vol.15, pp.121-131, 2007.

;. C. Walling, S. Li, and T. Esaki, GIS-based two-dimensional numerical simulation of rainfall-induced debris flow, Field Experiments and Measurement Programs in Geomorphology Wang, vol.8, pp.47-58, 1991.

S. Weill and . ????, od?lisatio? des ??ha?ges su?fa?e/su?su?fa?e à l???helle de la pa??elle pa? u?e app?o?he da???e??e multidomaine (phdthesis)

A. W. Western, G. Blöschl, and R. B. Grayson, Geostatistical characterisation of soil moisture patterns in the Tarrawarra catchment, Journal of Hydrology, vol.205, pp.20-37, 1998.

A. W. Western, R. B. Grayson, G. Blöschl, G. R. Willgoose, and T. A. Mcmahon, Observed spatial organization of soil moisture and its relation to terrain indices, Water Resour. Res, vol.35, pp.797-810, 1999.

A. G. Williams, J. L. Ternan, C. Fitzjohn, S. Alba, . De et al., Soil moisture variability and land use in a seasonally arid environment, Hydrological Processes, vol.17, pp.225-235, 2003.

E. Wood, M. Sivapalan, K. Beven, and L. Band, Effects of spatial variability and scale with implications to hydrologic modeling, Hydrologic Research: The U.S.-Japan Experience, vol.102, pp.29-47, 1988.

E. Wood and . ????, A la?d-su?fa?e h?d?olog? pa?a?ete?izatio? ?ith su?g?id ?a?ia?ilit? fo? ge?e?al ?i??ulatio? ?odels, Jou??al of Geophysical Research: Atmospheres. P2717-2728

E. Zehe, R. Becker, A. Bárdossy, and E. Plate, Uncertainty of simulated catchment runoff response in the presence of threshold processes: Role of initial soil moisture and precipitation, Journal of Hydrology, vol.315, pp.183-202, 2005.

E. Zehe and M. Sivaplan, Threshold behaviour in hydrological systems as (human) geo-ecosystems: manifestations, controls, implications, Hydrology and Earth System Sciences, vol.13, p.7, 2009.

E. Zehe, T. Graeff, M. Morgner, A. Bauer, and A. Bronstert, Plot and field scale soil moisture dynamics and subsurface wetness control on runoff generation in a headwater in the Ore Mountains, Hydrology and Earth System Sciences, vol.14, p.6, 2010.

Q. Y. Zhou, J. Shimada, and A. Sato, Three-dimensional spatial and temporal monitoring of soil water content using electrical resistivity tomography, Water Resour. Res, vol.37, pp.273-285, 2001.

M. Zribi and M. Dechambre, A new empirical model to retrieve soil moisture and roughness from C-band radar data, Remote Sensing of Environment, vol.84, pp.42-52, 2003.
URL : https://hal.archives-ouvertes.fr/hal-01651818

M. Zribi and M. Dechambre, « A new empirical model to retrieve soil moisture and roughness from C-band radar data, 2003.

B. W. Zwartendijk, H. J. Van-meerveld, C. P. Ghimire, L. A. Bruijnzeel, M. Ravelona et al., Rebuilding soil hydrological functioning after swidden agriculture in eastern Madagascar, Ecosystems & Environment, vol.239, pp.101-111, 2017.