Abstract
In the Eastern Himalayas syntaxes (Tibet Plateau, China), increasing periglacial debris flows have been documented in recent decades, but minimal research has focused on the material properties and the topography of initiation areas. In this work, we applied a series of satellite images from 2000 to 2021 to examine the hanging glacier status and debris-flow initiation conditions in Sanggu watershed. Five large-scale debris flow events in 2003, 2015, 2018, 2020, and 2021 were interpreted. Visual interpretation, together with pixel dichotomy model and the COSI-Corr method, demonstrated that debris flows mainly initiated from the periglacial environment of catchments I and II. Since 2000, the glacier has exhibited general shrinkage, punctuated by occasional advance. The failure potential, expressed as the product of changed glacier area and topographic slope, positively relates to the inundation area of debris flows. This result implies that either abrupt glacier advancement or retreat may result in large debris flows, and glacier terminus position may serve as the main driving factor for debris flow initiation. Importantly, a lower limited area-slope initiation condition was developed in this work, which may provide a reference point for identifying possible failure areas of periglacial debris. The results of this work contribute to knowledge about the material properties and magnitude prediction of periglacial debris flows in alpine watersheds.
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Data Availability
The data used in this work are all from https://search.asf.alaska.edu/, https://scihub.copernicus.eu/, and https://earthexplorer.usgs.gov/.
References
Bannari A, Morin D, Bonn F, Huete AR (1996) A review of vegetation indices. Remote Sens Rev 13(1):95–120. https://doi.org/10.1080/02757259509532298
Bazai NA, Cui P, Carling PA, Wang H, Hasssan J, Liu DZ, Zhang GT, ** W (2021) Increasing glacial lake outburst flood hazard in response to surge glaciers in the Karakoram. Earth-Sci Rev 212:103432. https://doi.org/10.1016/j.earscirev.2020.103432
Bierman PR, Montgomery DR (2013) Key concepts in geomorphology. W H Freeman, New York
Bolch T, Buchroithner M, Pieczonka T, Kunert A (2008) Planimetric and volumetric glacier changes in the Khumbu Himal, Nepal, since 1962 using Corona, Landsat TM and ASTER data. J Glaciol 54(187):592–600. https://doi.org/10.3189/002214308786570782
Bolch T, Kamp U (2006) Glacier map** in high mountains using DEMs, Landsat and ASTER data. 8th International Symposium on High Mountain Remote Sensing Cartography 37–48
Carlson TN, Ripley DA (1997) On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sens Environ 62(3):241–252. https://doi.org/10.1016/S0034-4257(97)00104-1
Champati Ray PK, Chattoraj SL, Bisht MPS, Kannaujiya S, Pandey K, Goswami A (2016) Kedarnath disaster 2013: causes and consequences using remote sensing inputs. Nat Hazards 81(1):227–243. https://doi.org/10.1007/s11069-015-2076-0
Chen NS, Zhou HB, Hu GS (2011) Development rules of debris flow under the influence of climate change in Nyingchi. Adv Clim Chang Res 7(6):412–417. https://doi.org/10.3969/j.issn.1673-1719.2011.06.005(inChinese)
Cheng ZL, Wu JS, Geng XY (2005) Debris flow dam formation in southeast Tibet. J Mt Sci 2(2):155–163. https://doi.org/10.1038/sj.bdj.4802613
Chiarle M, Lannotti S, Mortara G, Deline P (2007) Recent debris flow occurrences associated with glaciers in the Alps. Global Planet Change 56(1–2):123–136. https://doi.org/10.1016/j.gloplacha.2006.07.003
Dal Pont IV, Moreiras SM, Ossa FS, Araneo D, Ferrando F (2020) Debris flows triggered from melt of seasonal snow and ice within the active layer in the semi-arid Andes. Permafrost Periglac Process 31(1):57–68. https://doi.org/10.1002/ppp.2020
Dai ZS, Ma C, Miao L, Li MY, Wu JL, Wang XH (2022) Initiation conditions of shallow landslides in two man-made forests and back estimation of the possible rainfall threshold. Landslides 19(5):1031–1044. https://doi.org/10.1007/s10346-021-01823-1
Deng JY, Ma C, Zhang Y (2022) Shallow landslide characteristics and its response to vegetation by example of July 2013, extreme rainstorm, Central Loess Plateau, China. Bull Eng Geol Environ 81(3):100.1-100.8. https://doi.org/10.1007/s10064-022-02606-1
Deng MF, Chen NS, Liu M (2017) Meteorological factors driving glacial till variation and the associated periglacial debris flows in Tianmo Valley, south-eastern Tibetan Plateau. Nat Hazard 17(3):345–356. https://doi.org/10.5194/nhess-17-345-2017
Evans SG, Clague JJ (1994) Recent climatic change and catastrophic geomorphic processes in mountain environments. Geomorphology 10(1–4):107–128. https://doi.org/10.1016/0169-555X(94)90011-6
Fischer L, Purves RS, Huggel C, Noetzli J (2012) On the influence of topographic, geological and cryospheric factors on rock avalanches and rockfalls in high-mountain areas. Nat Hazard 12(1):241–254. https://doi.org/10.5194/nhess-12-241-2012
Gabet EJ, Mudd SM (2006) The mobilization of debris flows from shallow landslides. Geomorphology 74(1–4):207–218. https://doi.org/10.1016/j.geomorph.2005.08.013
Ge YG, Cui P, Su FH, Zhang JQ, Chen XZ (2014) Case history of the disastrous debris flows of Tianmo Watershed in Bomi County, Tibet, China: some mitigation suggestions. J Mt Sci 11(5):1253–1265. https://doi.org/10.1007/s11629-014-2579-2
Gregoretti C, Fontana GD (2008) The triggering of debris flow due to channel-bed failure in some alpine headwater basins of the dolomites: analyses of critical runoff. Hydrological Process 22(13):2248–2263. https://doi.org/10.1002/hyp.6821
Guo XY, Guo Q, Feng ZK (2020) Relationship between landslide creep and vegetation anomalies in remote sensing images. J Remote Sens 24(6):776–786. https://doi.org/10.11834/jrs.20208330 (in Chinese)
Hu KH, Zhang XP, You Y, Hu XD, Liu WM, Li Y (2019) Landslides and dammed lakes triggered by the 2017 Ms6.9 Milin Earthquake in the Tsangpo Gorge. Landslides 16(5):993–1001. https://doi.org/10.1007/s10346-019-01168-w
Ilinca V (2021) Using morphometrics to distinguish between debris flow, debris flood and flood (Southern Carpathians, Romania). Catena 197:104982. https://doi.org/10.1016/j.catena.2020.104982
Ji Q, Yang TB, Li MQ, Dong J, Qin Y, Liu R (2022) Variations in glacier coverage in the Himalayas based on optical satellite data over the past 25 years. Catena 214:106240. https://doi.org/10.1016/j.catena.2022.106240
Kaufman YJ, Tanre D (1992) Atmospherically resistant vegetation index (ARVI) for EOS-MODIS. IEEE Trans Geosci Remote Sens 30(2):261–270. https://doi.org/10.1109/36.134076
Kirby E, Whipple KX (2012) Expression of active tectonics in erosional landscapes. J Struct Geol 44:54–75. https://doi.org/10.1016/j.jsg.2012.07.009
Lancaster ST, Nolin AW, Copeland EA, Grant GE (2012) Periglacial debris-flow initiation and susceptibility and glacier recession from imagery, airborne LiDAR, and ground-based map**. Geosphere 8(2):417–430. https://doi.org/10.1130/GES00713.1
Legg NT, Meigs AJ, Grant GE, Kennard P (2014) Debris flow initiation in proglacial gullies on Mount Rainier. Geomorphology 226:249–260. https://doi.org/10.1016/j.geomorph.2014.08.003
Leprince S, Barbot S, Ayoub F, Avouac JP (2007) Automatic and precise orthorectification, coregistration, and subpixel correlation of satellite images, application to ground deformation measurements. IEEE Transactions Geoscience and Remote Sensing 45(6):1529–1558. https://doi.org/10.1109/TGRS.2006.888937
Liu JK, Cheng ZL, Li QH (2013) Meteorological conditions for frequent debris flows from Guxiang glacier, Mount Nyenchen Tanglha, China. Mt Res Dev 33(1):95–102. https://doi.org/10.1659/MRD-JOURNAL-D-12-00053.1
Ma C, Hu KH, Liu S, Wu JL (2022) Recent two runoff-triggered debris flow events in Tibet Plateau, China. Landslides 19:2409–2422. https://doi.org/10.1007/s10346-022-01936-1
Ma C, Deng JY, Wang R (2018) Analysis of the triggering conditions and erosion of a runoff-triggered debris flow in Miyun County, Bei**g. China Landslides 15(12):2475–2485. https://doi.org/10.1007/s10346-018-1080-3
Mattson LE, Gardner JS, Young GJ (1993) Ablation on debris covered glaciers: an example from the Rakhiot Glacier, Punjab, Himalayas. Assoc Hydrol Sci 218:289–296
McClung DM (2016) Avalanche character and fatalities in the high mountains of Asia. Ann Glaciol 57(71):114–118. https://doi.org/10.3189/2016AoG71A075
McNamara JP, Ziegler AD, Wood SH, Vogler JB (2006) Channel head locations with respect to geomorphologic thresholds derived from a digital elevation model: a case study in northern Thailand. For Ecol Manage 224(1–2):147–156. https://doi.org/10.1016/j.foreco.2005.12.014
Mehta M, Dobhal DP, Pratap B, Verma A, Amit K, Srivastava D (2013) Glacier changes in Upper Tons River basin, Garhwal Himalaya, Uttarakhand. India Zeitschrift Fur Geomorphologie 57(2):225–244. https://doi.org/10.1127/0372-8854/2012/0095
Milillo P, Rignot E, Rizzoli P, Scheucl B, Mouginot J, Bueso-Bello JL, Prats-Iraola P, Dini L (2022) Rapid glacier retreat rates observed in West Antarctica. Nat Geosci 15(1):48–53. https://doi.org/10.1038/s41561-021-00877-z
Montgomery DR, Dietrich WE (1994) Landscape dissection and drainage area-slope thresholds. In: Kirkby MJ (ed) Process models & theoretical geomorphology. Wiley, New York, pp 221–246
Muhammad S, Tian L, Ali S, Latif Y, Atif Wazir M, Arif Goheer M, Saifullah M, Hussain L, Shiyin L (2019) Thin debris layers do not enhance melting of the Karakoram glaciers. Sci of Total Environ 746:14119. https://doi.org/10.1016/j.scitotenv.2020.141119
Narama C, Shimamura Y, Nakayama D, Abdrakhmatov K (2006) Recent changes of glacier coverage in the western Terskey-Alatoo range, Kyrgyz Republic, using Corona and Landsat. Ann Glaciol 43:223–229. https://doi.org/10.3189/172756406781812195
Patton AI, Rathburn SL, Bilderback EL, Lukens CE (2018) Patterns of debris flow initiation and periglacial sediment sourcing in the Colorado Front Range. Earth Surf Proc Land 43(15):2998–3008. https://doi.org/10.1002/esp.4463
Penserini BD, Roering JJ, Streig A (2017) A morphologic proxy for debris flow erosion with application to the earthquake deformation cycle, Cascadia Subduction Zone, USA. Geomorphology 282:150–161. https://doi.org/10.1016/j.geomorph.2017.01.018
Rengers FK, McGuire LA, Coe JA, Kean JW, Baum RL, Staley DM, Godt JW (2016) The influence of vegetation on debris-flow initiation during extreme rainfall in the northern Colorado Front Range. Geology 44(10):823–826. https://doi.org/10.1130/G38096.1
Rundquist BC (2002) The influence of canopy green vegetation fraction on spectral measurements over native tallgrass prairie. Remote Sens Environ 81(1):129–135. https://doi.org/10.1016/S0034-4257(01)00339-X
Sattler K (2016) Periglacial preconditioning of debris flows in the Southern Alps, New Zealand. Springer, Dordrecht
Scheidt SP, Lancaster N (2013) The application of COSI-Corr to determine dune system dynamics in the southern Namib Desert using ASTER data. Earth Surf Proc Land 38(9):1004–1019. https://doi.org/10.1002/esp.3383
Schneuwly-Bollschweiler M, Stoffel M (2012) Hydrometeorological triggers of periglacial debris flows in the Zermatt valley (Switzerland) since 1864. J Geophys Res 117(F2):F02033. https://doi.org/10.1029/2011JF002262
Springman SM, Jommi C, Teysseire P (2003) Instabilities on moraine slopes induced by loss of suction: a case history. Geotechnique 53(1):3–10. https://doi.org/10.1680/geot.2003.53.1.3
Snyder NP, Whipple KX, Tucker GE, Merritts DJ (2000) Landscape response to tectonic forcing: digital elevation model analysis of stream profiles in the Mendocino triple junction region, northern California. Geol Soc Am Bull 112(8):1250–1263. https://doi.org/10.1130/0016-7606(2000)112%3c1250:LRTTFD%3e2.0.CO;2
Stock JD, Dietrich WE (2006) Erosion of steepland valleys by debris flows. Geol Soc Am Bull 118(9–10):1125–1148. https://doi.org/10.1130/B25902.1
Stock J, Dietrich WE (2003) Valley incision by debris flows: evidence of a topographic signature. Water Resour Res 39(4):1089. https://doi.org/10.1029/2001WR001057
Stoffel M, Bollschweiler M, Beniston M (2011) Rainfall characteristics for periglacial debris flows in the Swiss Alps: past incidences-potential future evolutions. Clim Change 105(1–2):263–280. https://doi.org/10.1007/s10584-011-0036-6
Stoffel M, Tiranti D, Huggel C (2014) Climate change impacts on mass movements-case studies from the European Alps. Sci Total Environ 493(15):1255–1266. https://doi.org/10.1016/j.scitotenv.2014.02.102
Stoffel M, Huggel C (2012) Effects of climate change on mass movements in mountain environments. Prog Phys Geogr 36(3):421–439. https://doi.org/10.1177/0309133312441010
Tillery AC, Rengers FK (2020) Controls on debris-flow initiation on burned and unburned hillslopes during an exceptional rainstorm in southern New Mexico, USA. Earth Surf Process Landf 45(4):1051–1066. https://doi.org/10.1002/esp.4761
Torri D, Santi E, Marignani M, Rossi M, Borselli L, Maccherini S (2013) The recurring cycles of biancana badlands: erosion, vegetation and human impact. Catena 106:22–30. https://doi.org/10.1016/j.catena.2012.07.001
Vandekerckhove L, Poesen J, Oostwoud Wijdenes D, Nachtergaele J, Kosmas C, Roxo MJ, De Figueiredo T (2000) Thresholds for gully initiation and sedimentation in Mediterranean Europe. Earth Surf Process Landf 25(11):1201–1220. https://doi.org/10.1002/1096-9837(200010)25:11%3C1201::AID-ESP131%3E3.0.CO;2-L
Wang Z, HU KH, Ma C, Li Y, Liu S, (2021) Landscape change in response to multiperiod glacial debris flows in Peilong catchment, southeastern Tibet. J Mt Sci 18(3):567–582. https://doi.org/10.1007/s11629-020-6172-6
Wei RQ, Zeng QL, Davies T, Yuan GX, Wang KY, Xue XY, Yin QF (2018) Geohazard cascade and mechanism of large debris flows in Tianmo gully, SE Tibetan Plateau and implications to hazard monitoring. Eng Geol 233:172–182. https://doi.org/10.1016/j.enggeo.2017.12.013
Whipple KX (2004) Bedrock rivers and the geomorphology active orogens. Annu Rev Earth Planet Sci 32:151–185. https://doi.org/10.1146/annurev.earth.32.101802.120356
Wilford DJ, Sakals ME, Innes JL, Sidle RC, Bergerud WA (2004) Recognition of debris flow, debris-flood and flood hazard through watershed morphometrics. Landslides 1:61–66. https://doi.org/10.1007/s10346-003-0002-0
Wright N, Hayashi M, Quinton WL (2009) Spatial and temporal variations in active layer thawing and their implication on runoff generation in peat-covered permafrost terrain. Water Resour Res 45(5):W05414. https://doi.org/10.1029/2008WR006880
Wu KP, Liu SY, Bao WJ, Wang RJ (2017) Remote sensing monitoring of the glacier change in the Gangrigabu Range, southeast Tibetan Plateau from 1980 through 2015. J Glaciol Geocryol 39(1):24–34. https://doi.org/10.7522/j.issn.1000-0240.2017.0004(inChinese)
Wu YQ, Cheng H (2005) Monitoring of gully erosion on the Loess Plateau of China using a global positioning system. Catena 63(2–3):154–166. https://doi.org/10.1016/j.catena.2005.06.002
Zhang JS, Shen XJ (2011) Debris-flow of Zelongnong Ravine in Tibet. J Mt Sci 8(4):535–543. https://doi.org/10.1007/s11629-011-2137-0
Zimmerman M (1990) Debris flows 1987 in Switzerland: geomorphological and meteorological aspects. Hydrology in Mountain Regions II. Int Assoc Hydrol Sci 194:387–393
Funding
This study was supported by the Second Tibetan Plateau Scientific Expedition and Research Program (Grant No. 2019QZKK0902).
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The authors acknowledge the contribution works of team members in the co-author list. Miss Zhilan Wang finished the data collection and analysis following the guidance of Professor Chao Ma. Professor Chao Ma launched this work by the inspiration of glacier terminus energy change in analysis of debris flow inundation. Professor Kaiheng Hu gave insightful comments to improve the manuscript. Professor Liqun Lyu and Shuang Liu gave technical help during the debris-flow event identification and the glacier area interpretation.
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Wang, Z., Ma, C., Hu, K. et al. Investigation of initiation conditions of periglacial debris flows in Sanggu watershed, Eastern Himalayas, Tibet Plateau (China). Landslides 20, 813–827 (2023). https://doi.org/10.1007/s10346-022-02003-5
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DOI: https://doi.org/10.1007/s10346-022-02003-5