Spatiotemporal Variations in Climatic Factors, Catchment Characteristic Induced Runoff Changes with Multi-Time Scales across the Contiguous United States

Xinglong Gong, Shuping Du, Fengyu Li, Yibo Ding

Journal of Earth Science ›› 2025, Vol. 36 ›› Issue (1) : 146-160.

Journal of Earth Science All Journals
Journal of Earth Science ›› 2025, Vol. 36 ›› Issue (1) : 146-160. DOI: 10.1007/s12583-021-1542-8
Hydrogeology and Environmental Geology

Spatiotemporal Variations in Climatic Factors, Catchment Characteristic Induced Runoff Changes with Multi-Time Scales across the Contiguous United States

Author information +
History +

Abstract

Previous works were mainly concentrated on long-term average runoff alterations, and extreme temperatures and watershed conditions are little analyzed. In this study, we collected gauged river flow and meteorological data time series from 1916 to 2015 and 1941 to 2015 across the contiguous United States (CONUS) for 188 catchments to investigate the temporal trends and spatial features of runoff changes at multi-time scales. We also analyzed the relationships between runoff changes and climatic factors. Median descriptive statistics and Budyko coupled climate elasticity methods were used to calculate runoff elasticity in each time scale. The original Mann-Kendall trend test was used to test their trend significance in four time-scale (11, 20, 40, and 60 a), respectively. The results show that the trend of runoff changes is more significant in high time scales; total changes are heterogeneous over CONUS. After the 1970s, increases of up to 27% decade-1 were mainly concentrated in the mid-northern regions. Maximum temperature and catchment characteristics are vital factors for runoff alteration; runoff changes are independent of rainfall, and wet regions tend to have lower changes. These findings could help develop better regional water resource planning and management.

Cite this article

Download citation ▾
Xinglong Gong, Shuping Du, Fengyu Li, Yibo Ding. Spatiotemporal Variations in Climatic Factors, Catchment Characteristic Induced Runoff Changes with Multi-Time Scales across the Contiguous United States. Journal of Earth Science, 2025, 36(1): 146‒160 https://doi.org/10.1007/s12583-021-1542-8
This is a preview of subscription content, contact us for subscripton.

References

Allen R G Evaluation of Procedures for Estimating Grass Reference Evapotranspiration Using Air Temperature Data Only, 1995 Rome, Italy United Nations Food and Agriculture Service
Almorox J, Quej V H, Marti P. Global Performance Ranking of Temperature-Based Approaches for Evapotranspiration Estimation Considering Köppen Climate Classes. Journal of Hydrology, 2015, 528 514-522.
CrossRef Google scholar
Arora V K. The Use of the Aridity Index to Assess Climate Change Effect on Annual Runoff. Journal of Hydrology, 2002, 265(1/2/3/4): 164-177.
CrossRef Google scholar
Bartels R J, Black A W, Keim B D. Trends in Precipitation Days in the United States. International Journal of Climatology, 2020, 40(2): 1038-1048.
CrossRef Google scholar
Berghuijs W R, Woods R A, Hrachowitz M. A Precipitation Shift from Snow towards Rain Leads to a Decrease in Streamflow. Nature Climate Change, 2014, 4(7): 583-586.
CrossRef Google scholar
Brown A E, Zhang L, McMahon T A . A Review of Paired Catchment Studies for Determining Changes in Water Yield Resulting from Alterations in Vegetation. Journal of Hydrology, 2005, 310(1/2/3/4): 28-61.
CrossRef Google scholar
Budyko M I Climate and Life, 1974 New York Academic Press
Carmona A M, Sivapalan M, Yaeger M A . Regional Patterns of Interannual Variability of Catchment Water Balances across the Continental U. S.: A Budyko Framework. Water Resources Research, 2014, 50(12): 9177-9193.
CrossRef Google scholar
Chang J X, Wang Y M, Istanbulluoglu E . Impact of Climate Change and Human Activities on Runoff in the Weihe River Basin, China. Quaternary International, 2015, 380/381 169-179.
CrossRef Google scholar
Dey P, Mishra A. Separating the Impacts of Climate Change and Human Activities on Streamflow: A Review of Methodologies and Critical Assumptions. Journal of Hydrology, 2017, 548 278-290.
CrossRef Google scholar
Donohue R J, Roderick M L, McVicar T R. Assessing the Differences in Sensitivities of Runoff to Changes in Climatic Conditions across a Large Basin. Journal of Hydrology, 2011, 406(3/4): 234-244.
CrossRef Google scholar
Dudley R W, Hirsch R M, Archfield S A . Low Streamflow Trends at Human-Impacted and Reference Basins in the United States. Journal of Hydrology, 2020, 580 124254.
CrossRef Google scholar
Falcone J A, Carlisle D M, Weber L C. Quantifying Human Disturbance in Watersheds: Variable Selection and Performance of a GIS-Based Disturbance Index for Predicting the Biological Condition of Perennial Streams. Ecological Indicators, 2010, 10(2): 264-273.
CrossRef Google scholar
Fu B P. On the Calculation of the Evaporation from Land Surface. Scientia Atmospherica Sinica, 1981, 5(1): 23-31 (in Chinese with English Abstract)
Fu G B, Charles S P, Chiew F H S. A Two-Parameter Climate Elasticity of Streamflow Index to Assess Climate Change Effects on Annual Streamflow. Water Resources Research, 2007, 43(11): W11419.
CrossRef Google scholar
Gudmundsson L, Leonard M, Do H X . Observed Trends in Global Indicators of Mean and Extreme Streamflow. Geophysical Research Letters, 2019, 46(2): 756-766.
CrossRef Google scholar
Hamed K H. Trend Detection in Hydrologic Data: The Mann-Kendall Trend Test under the Scaling Hypothesis. Journal of Hydrology, 2008, 349(3/4): 350-363.
CrossRef Google scholar
Hamed K H, Ramachandra Rao A. A Modified Mann-Kendall Trend Test for Autocorrelated Data. Journal of Hydrology, 1998, 204(1/2/3/4): 182-196.
CrossRef Google scholar
Hargreaves G L, Hargreaves G H, Riley J P. Irrigation Water Requirements for Senegal River Basin. Journal of Irrigation and Drainage Engineering, 1985, 111(3): 265-275.
CrossRef Google scholar
Hodgkins G A, Dudley R W. Historical Summer Base Flow and Stormflow Trends for New England Rivers. Water Resources Research, 2011, 47(7): 2010WR009109.
CrossRef Google scholar
Hodgkins G A, Dudley R W, Archfield S A . Effects of Climate, Regulation, and Urbanization on Historical Flood Trends in the United States. Journal of Hydrology, 2019, 573 697-709.
CrossRef Google scholar
Hu S S, Liu C M, Zheng H X . Assessing the Impacts of Climate Variability and Human Activities on Streamflow in the Water Source Area of Baiyangdian Lake. Journal of Geographical Sciences, 2012, 22(5): 895-905.
CrossRef Google scholar
Huang H P, Winter J M, Osterberg E C . Total and Extreme Precipitation Changes over the Northeastern United States. Journal of Hydrometeorology, 2017, 18(6): 1783-1798.
CrossRef Google scholar
Huntington T G. Evidence for Intensification of the Global Water Cycle: Review and Synthesis. Journal of Hydrology, 2006, 319(1/2/3/4): 83-95.
CrossRef Google scholar
Jehanzaib M, Ali Shah S, Yoo J . Investigating the Impacts of Climate Change and Human Activities on Hydrological Drought Using Non-Stationary Approaches. Journal of Hydrology, 2020, 588 125052.
CrossRef Google scholar
Jiang S H, Ren L L, Yong B . Quantifying the Effects of Climate Variability and Human Activities on Runoff from the Laohahe Basin in Northern China Using Three Different Methods. Hydrological Processes, 2011, 25(16): 2492-2505.
CrossRef Google scholar
Khaliq M N, Ouarda T B M J, Gachon P. Identification of Temporal Trends in Annual and Seasonal Low Flows Occurring in Canadian Rivers: The Effect of Short- and Long-Term Persistence. Journal of Hydrology, 2009, 369(1/2): 183-197.
CrossRef Google scholar
Kumar S, Merwade V, Kam J . Streamflow Trends in Indiana: Effects of Long Term Persistence, Precipitation and Subsurface Drains. Journal of Hydrology, 2009, 374(1/2): 171-183.
CrossRef Google scholar
Kundzewicz Z W, Mata L J, Arnell N W . The Implications of Projected Climate Change for Freshwater Resources and Their Management. Hydrological Sciences Journal, 2008, 53(1): 3-10.
CrossRef Google scholar
Li Q, Wei X H, Zhang M F . The Cumulative Effects of Forest Disturbance and Climate Variability on Streamflow Components in a Large Forest-Dominated Watershed. Journal of Hydrology, 2018, 557 448-459.
CrossRef Google scholar
Lins H F, Slack J R. Seasonal and Regional Characteristics of U.S. Streamflow Trends in the United States from 1940 to 1999. Physical Geography, 2005, 26(6): 489-501.
CrossRef Google scholar
Liu J J, Zhou Z H, Yan Z Q . A New Approach to Separating the Impacts of Climate Change and Multiple Human Activities on Water Cycle Processes Based on a Distributed Hydrological Model. Journal of Hydrology, 2019, 578 124096.
CrossRef Google scholar
Liu J Y, Zhang Q, Singh V P . Contribution of Multiple Climatic Variables and Human Activities to Streamflow Changes across China. Journal of Hydrology, 2017, 545 145-162.
CrossRef Google scholar
Mann H B. Nonparametric Tests Against Trend. Econometrica, 1945, 13(3): 245.
CrossRef Google scholar
Markonis Y, Moustakis Y, Nasika C . Global Estimation of Long-Term Persistence in Annual River Runoff. Advances in Water Resources, 2018, 113 1-12.
CrossRef Google scholar
McCabe G J, Wolock D M. Spatial and Temporal Patterns in Conterminous United States Streamflow Characteristics. Geophysical Research Letters, 2014, 41(19): 6889-6897.
CrossRef Google scholar
Menne M J, Durre I, Vose R . An Overview of the Global Historical Climatology Network-Daily Database. Journal of Atmospheric and Oceanic Technology, 2012, 29(7): 897-910.
CrossRef Google scholar
Moratiel R, Bravo R, Saa A . Estimation of Evapotranspiration by the Food and Agricultural Organization of the United Nations (FAO) Penman-Monteith Temperature (PMT) and Hargreaves-Samani (HS) Models under Temporal and Spatial Criteria: A Case Study in Duero Basin (Spain). Natural Hazards and Earth System Sciences, 2020, 20 859-875.
CrossRef Google scholar
Mostowik K, Siwek J, Kisiel M . Runoff Trends in a Changing Climate in the Eastern Carpathians (Bieszczady Mountains, Poland). Catena, 2019, 182 104174.
CrossRef Google scholar
Nalley D, Adamowski J, Biswas A . A Multiscale and Multivariate Analysis of Precipitation and Streamflow Variability in Relation to ENSO, NAO and PDO. Journal of Hydrology, 2019, 574 288-307.
CrossRef Google scholar
Patterson L A, Lutz B, Doyle M W. Climate and Direct Human Contributions to Changes in Mean Annual Streamflow in the South Atlantic, USA. Water Resources Research, 2013, 49(11): 7278-7291.
CrossRef Google scholar
Pike J G. The Estimation of Annual Run-off from Meteorological Data in a Tropical Climate. Journal of Hydrology, 1964, 2(2): 116-123.
CrossRef Google scholar
Porporato A, Daly E, Rodriguez-Iturbe I. Soil Water Balance and Ecosystem Response to Climate Change. The American Naturalist, 2004, 164(5): 625-632.
CrossRef Google scholar
Rice J S, Emanuel R E, Vose J M . Continental U. S. Streamflow Trends from 1940 to 2009 and Their Relationships with Watershed Spatial Characteristics. Water Resources Research, 2015, 51(8): 6262-6275.
CrossRef Google scholar
Roderick M L, Farquhar G D. A Simple Framework for Relating Variations in Runoff to Variations in Climatic Conditions and Catchment Properties. Water Resources Research, 2011, 47(12): W00G07.
CrossRef Google scholar
Sagarika S, Kalra A, Ahmad S. Evaluating the Effect of Persistence on Long-Term Trends and Analyzing Step Changes in Streamflows of the Continental United States. Journal of Hydrology, 2014, 517 36-53.
CrossRef Google scholar
Sang Y F, Sivakumar B, Zhang Y C. Is there an Underestimation of Long-Term Variability of Streamflow across the Continental United States?. Journal of Hydrology, 2020, 581 124365.
CrossRef Google scholar
Sankarasubramanian A, Vogel R M, Limbrunner J F. Climate Elasticity of Streamflow in the United States. Water Resources Research, 2001, 37(6): 1771-1781.
CrossRef Google scholar
Senatore A, Parrello C, Almorox J . Exploring the Potential of Temperature-Based Methods for Regionalization of Daily Reference Evapotranspiration in Two Spanish Regions. Journal of Irrigation and Drainage Engineering, 2020, 146(3): 1-13.
CrossRef Google scholar
Shao Q X, Traylen A, Zhang L. Nonparametric Method for Estimating the Effects of Climatic and Catchment Characteristics on Mean Annual Evapotranspiration. Water Resources Research, 2012, 48(3): W03517.
CrossRef Google scholar
Shirmohammadi-Aliakbarkhani Z, Saberali S F. Evaluating of Eight Evapotranspiration Estimation Methods in Arid Regions of Iran. Agricultural Water Management, 2020, 239 106243.
CrossRef Google scholar
Sivapalan M, Yaeger M A, Harman C J . Functional Model of Water Balance Variability at the Catchment Scale: 1. Evidence of Hydrologic Similarity and Space-Time Symmetry. Water Resources Research, 2011, 47(2): W02522.
CrossRef Google scholar
Sun Y, Tian F Q, Yang L . Exploring the Spatial Variability of Contributions from Climate Variation and Change in Catchment Properties to Streamflow Decrease in a Mesoscale Basin by Three Different Methods. Journal of Hydrology, 2014, 508 170-180.
CrossRef Google scholar
Todorovic M, Karic B, Pereira L S. Reference Evapotranspiration Estimate with Limited Weather Data across a Range of Mediterranean Climates. Journal of Hydrology, 2013, 481 166-176.
CrossRef Google scholar
Tomer M D, Schilling K E. A Simple Approach to Distinguish Land-Use and Climate-Change Effects on Watershed Hydrology. Journal of Hydrology, 2009, 376(1/2): 24-33.
CrossRef Google scholar
Turc L. Le Bilan D’Eau Des Sols: Relation Entre Les Precipitations, L’Evaporation er L’Ecoulement. Ann. Agron., 1953, 5 491-569
Veettil B K, Kamp U. Glacial Lakes in the Andes under a Changing Climate: A Review. Journal of Earth Science, 2021, 32(6): 1575-1593.
CrossRef Google scholar
Wang D B, Hejazi M. Quantifying the Relative Contribution of the Climate and Direct Human Impacts on Mean Annual Streamflow in the Contiguous United States. Water Resources Research, 2011, 47(10): W00J12.
CrossRef Google scholar
Wang D D, Yu X X, Jia G D . Sensitivity Analysis of Runoff to Climate Variability and Land-Use Changes in the Haihe Basin Mountainous Area of North China. Agriculture, Ecosystems & Environment, 2019, 269 193-203.
CrossRef Google scholar
Wang H, He K N. Sensitivity Analysis of the Effects of Climate Change on Streamflow Using Climate Elasticity in the Luan River Basin, China. Polish Journal of Environmental Studies, 2017, 26(2): 837-845.
CrossRef Google scholar
Wang T H, Yang H B, Yang D W . Quantifying the Streamflow Response to Frozen Ground Degradation in the Source Region of the Yellow River within the Budyko Framework. Journal of Hydrology, 2018, 558 301-313.
CrossRef Google scholar
Wang W G, Zou S, Shao Q X . The Analytical Derivation of Multiple Elasticities of Runoff to Climate Change and Catchment Characteristics Alteration. Journal of Hydrology, 2016, 541 1042-1056.
CrossRef Google scholar
Xu X Y, Yang D W, Yang H B . Attribution Analysis Based on the Budyko Hypothesis for Detecting the Dominant Cause of Runoff Decline in Haihe Basin. Journal of Hydrology, 2014, 510 530-540.
CrossRef Google scholar
Yang H B, Yang D W. Derivation of Climate Elasticity of Runoff to Assess the Effects of Climate Change on Annual Runoff. Water Resources Research, 2011, 47(7): W07526.
CrossRef Google scholar
Yang H B, Yang D W, Hu Q F. An Error Analysis of the Budyko Hypothesis for Assessing the Contribution of Climate Change to Runoff. Water Resources Research, 2014, 50(12): 9620-9629.
CrossRef Google scholar
Yang H B, Yang D W, Lei Z D . New Analytical Derivation of the Mean Annual Water-Energy Balance Equation. Water Resources Research, 2008, 44(3): W03410.
CrossRef Google scholar
Yue S, Pilon P, Phinney B . The Influence of Autocorrelation on the Ability to Detect Trend in Hydrological Series. Hydrological Processes, 2002, 16(9): 1807-1829.
CrossRef Google scholar
Zhang L, Dawes W R, Walker G R. Response of Mean Annual Evapotranspiration to Vegetation Changes at Catchment Scale. Water Resources Research, 2001, 37(3): 701-708.
CrossRef Google scholar
Zhang Y, Wang J C, Jing J H . Response of Groundwater to Climate Change under Extreme Climate Conditions in North China Plain. Journal of Earth Science, 2014, 25(3): 612-618.
CrossRef Google scholar
Zhao F F, Zhang L, Xu Z X . Evaluation of Methods for Estimating the Effects of Vegetation Change and Climate Variability on Streamflow. Water Resources Research, 2010, 46(3): W03505.
CrossRef Google scholar
Zheng H X, Zhang L, Zhu R R . Responses of Streamflow to Climate and Land Surface Change in the Headwaters of the Yellow River Basin. Water Resources Research, 2009, 45(7): W00A19.
CrossRef Google scholar

29

Accesses

0

Citations

Detail

Sections
Recommended

/