The DOI matches its Crossref record; 40 of the 40 references it cites were found in a registry or an index.
Changes in the Timing of Snowmelt and Streamflow in Colorado: A Response to Recent Warming
Open accessAbstract
Trends in the timing of snowmelt and associated runoff in Colorado were evaluated for the 1978–2007 water years using the regional Kendall test (RKT) on daily snow-water equivalent (SWE) data from snowpack telemetry (SNOTEL) sites and daily streamflow data from headwater streams. The RKT is a robust, nonparametric test that provides an increased power of trend detection by grouping data from multiple sites within a given geographic region. The RKT analyses indicated strong, pervasive trends in snowmelt and streamflow timing, which have shifted toward earlier in the year by a median of 2–3 weeks over the 29-yr study period. In contrast, relatively few statistically significant trends were detected using simple linear regression. RKT analyses also indicated that November–May air temperatures increased by a median of 0.9°C decade−1, while 1 April SWE and maximum SWE declined by a median of 4.1 and 3.6 cm decade−1, respectively. Multiple linear regression models were created, using monthly air temperatures, snowfall, latitude, and elevation as explanatory variables to identify major controlling factors on snowmelt timing. The models accounted for 45% of the variance in snowmelt onset, and 78% of the variance in the snowmelt center of mass (when half the snowpack had melted). Variations in springtime air temperature and SWE explained most of the interannual variability in snowmelt timing. Regression coefficients for air temperature were negative, indicating that warm temperatures promote early melt. Regression coefficients for SWE, latitude, and elevation were positive, indicating that abundant snowfall tends to delay snowmelt, and snowmelt tends to occur later at northern latitudes and high elevations. Results from this study indicate that even the mountains of Colorado, with their high elevations and cold snowpacks, are experiencing substantial shifts in the timing of snowmelt and snowmelt runoff toward earlier in the year.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Herne, H., Cooley, W. W., & Lohnes, P. R. (1973) · Journal of the Royal Statistical Society. Series A (General) · doi:10.2307/2344428 · Cited by 35,697
(1998) · DigitalCommons - Kennesaw State University (Kennesaw State University) · Cited by 13,997
Multivariate Data Analysis, 6th ed
Tatham, R. L., Anderson, R. E., Babin, B. J., Black, W. C., & Hair, J. F. (2006) · Cited by 9,807
On the generalized distance in statistics
Mahalanobis, P. C. (1936) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 6,068
Warming and earlier spring increase western U.S. forest wildfire activity.
Westerling, A. L., Hidalgo, H. G., Cayan, D. R., & Swetnam, T. W. (2006) · Science · doi:10.1126/science.1128834 · Cited by 5,176 · cited 2×
“Earlier snowmelt may cause soil moisture to decline during summer, increasing drought stress in trees, making them more susceptible to wildfires and insect infestation (Westerling et al. 2006).”
BackgroundPotential impacts of a warming climate on water availability in snow-dominated regions
Barnett, T. P., Adam, J. C., & Lettenmaier, D. P. (2005) · Nature · doi:10.1038/nature04141 · Cited by 4,811
Statistical Methods in Water Resources
(1992) · Studies in Environmental Science · doi:10.1016/s0166-1116(08)x7035-9 · Cited by 2,893
Global pattern of trends in streamflow and water availability in a changing climate
Milly, P. C. D., Dunne, K. A., & Vecchia, A. V. (2005) · Nature · doi:10.1038/nature04312 · Cited by 2,283
Observations: Surface and Atmospheric Climate Change
Trenberth, K. E., Jones, P. D., Ambenje, P., Bojariu, R., Easterling, D. R., Tank, A. K., Parker, D., Rahimzadeh, F., Renwick, J. A., Rusticucci, M., et al. (2007) · elib (German Aerospace Center) · Cited by 2,044
DECLINING MOUNTAIN SNOWPACK IN WESTERN NORTH AMERICA*
Mote, P. W., Hamlet, A. F., Clark, M. P., & Lettenmaier, D. P. (2005) · Bulletin of the American Meteorological Society · doi:10.1175/bams-86-1-39 · Cited by 1,492
Changes toward Earlier Streamflow Timing across Western North America
Stewart, I. T., Cayan, D. R., & Dettinger, M. D. (2005) · Journal of Climate · doi:10.1175/jcli3321.1 · Cited by 1,341
Human-Induced Changes in the Hydrology of the Western United States
Barnett, T. P., Pierce, D. W., Hidalgo, H. G., Bonfils, C., Santer, B. D., Das, T., Bala, G., Wood, A. W., Nozawa, T., Mirin, A. A., et al. (2008) · Science · doi:10.1126/science.1152538 · Cited by 1,193
A knowledge-based approach to the statistical mapping of climate
Daly, C., Gibson, W., Taylor, G., Johnson, G., & Pasteris, P. (2002) · Climate Research · doi:10.3354/cr022099 · Cited by 1,110
The Effects of Climate Change on the Hydrology and Water Resources of the Colorado River Basin
Christensen, N. S., Wood, A. W., Voisin, N., Lettenmaier, D. P., & Palmer, R. N. (2004) · Climatic Change · doi:10.1023/b:clim.0000013684.13621.1f · Cited by 1,033
Trends in Snowfall versus Rainfall in the Western United States
Knowles, N., Dettinger, M. D., & Cayan, D. R. (2006) · Journal of Climate · doi:10.1175/jcli3850.1 · Cited by 934
Characteristics of the western United States snowpack from snowpack telemetry (SNOTEL) data
Serreze, M. C., Clark, M. P., Armstrong, R. L., McGinnis, D. A., & Pulwarty, R. S. (1999) · Water Resources Research · doi:10.1029/1999wr900090 · Cited by 733
Redmond, K. T., & Koch, R. W. (1991) · Water Resources Research · doi:10.1029/91wr00690 · Cited by 684
Hydrologic Sensitivity of Global Rivers to Climate Change
Nijssen, B., O’Donnell, G., Hamlet, A. F., & Lettenmaier, D. P. (2001) · Climatic Change · doi:10.1023/a:1010616428763 · Cited by 608
Regression: A Second Course in Statistics
Ziegel, E. (1988) · Technometrics · doi:10.1080/00401706.1988.10488352 · Cited by 601
Hamlet, A. F., Mote, P. W., Clark, M. P., & Lettenmaier, D. P. (2005) · Journal of Climate · doi:10.1175/jcli3538.1 · Cited by 569
Changes in snowpack and snowmelt runoff for key mountain regions
Stewart, I. T. (2009) · Hydrological Processes · doi:10.1002/hyp.7128 · Cited by 541
Seasonal Cycle Shifts in Hydroclimatology over the Western United States
Regonda, S. K., Rajagopalan, B., Clark, M., & Pitlick, J. (2005) · Journal of Climate · doi:10.1175/jcli-3272.1 · Cited by 506
Statistical methods in water resources
Haan, C. T. (1993) · Journal of Hydrology · doi:10.1016/0022-1694(93)90081-j · Cited by 478
Contributions of Anthropogenic and Natural Forcing to Recent Tropopause Height Changes
Santer, B. D., Wehner, M. F., Wigley, T. M. L., Sausen, R., Meehl, G. A., Taylor, K. E., Ammann, C., Arblaster, J., Washington, W. M., Boyle, J. S., et al. (2003) · Science · doi:10.1126/science.1084123 · Cited by 471
Impact of disturbed desert soils on duration of mountain snow cover
Painter, T. H., Barrett, A. P., Landry, C. C., Neff, J. C., Cassidy, M. P., Lawrence, C. R., McBride, K. E., & Farmer, G. L. (2007) · Geophysical Research Letters · doi:10.1029/2007gl030284 · Cited by 466
Interannual Climate Variability and Snowpack in the Western United States
Cayan, D. R. (1996) · Journal of Climate · doi:10.1175/1520-0442(1996)009<0928:icvasi>2.0.co;2 · Cited by 445
Climate-Driven Variability and Trends in Mountain Snowpack in Western North America*
Mote, P. W. (2006) · Journal of Climate · doi:10.1175/jcli3971.1 · Cited by 439
McCabe, G. J., & Dettinger, M. D. (1999) · International Journal of Climatology · doi:10.1002/(sici)1097-0088(19991115)19:13<1399::aid-joc457>3.0.co;2-a · Cited by 435
North–South Precipitation Patterns in Western North America on Interannual-to-Decadal Timescales
Dettinger, M. D., Cayan, D. R., Diaz, H. F., & Meko, D. M. (1998) · Journal of Climate · doi:10.1175/1520-0442(1998)011<3095:nsppiw>2.0.co;2 · Cited by 419
Trends in Northern Hemisphere Surface Cyclone Frequency and Intensity
McCabe, G. J., Clark, M. P., & Serreze, M. C. (2001) · Journal of Climate · doi:10.1175/1520-0442(2001)014<2763:tinhsc>2.0.co;2 · Cited by 387
Regional Kendall Test for Trend
Helsel, D. R., & Frans, L. M. (2006) · Environmental Science & Technology · doi:10.1021/es051650b · Cited by 292
The Effects of Climate Change on Water Resources in the West: Introduction and Overview
Barnett, T., Malone, R., Pennell, W., Stammer, D., Semtner, B., & Washington, W. (2004) · Climatic Change · doi:10.1023/b:clim.0000013695.21726.b8 · Cited by 285
Trends and Variability in Snowmelt Runoff in the Western United States
McCabe, G. J., & Clark, M. P. (2005) · Journal of Hydrometeorology · doi:10.1175/jhm428.1 · Cited by 234
BOBMEX: The Bay of Bengal Monsoon Experiment
Bhat, G. S., Gadgil, S., Kumar, P. V. H., Kalsi, S. R., Madhusoodanan, P., Murty, V. S. N., Prasada Rao, C. V. K., Babu, V. R., Rao, L. V. G., Rao, R. R., et al. (2001) · Bulletin of the American Meteorological Society · doi:10.1175/1520-0477(2001)082 · Cited by 223
Hicke, J. A., Logan, J. A., Powell, J., & Ojima, D. S. (2006) · Journal of Geophysical Research: Biogeosciences · doi:10.1029/2005jg000101 · Cited by 182
Future changes in snowmelt‐driven runoff timing over the western US
Rauscher, S. A., Pal, J. S., Diffenbaugh, N. S., & Benedetti, M. M. (2008) · Geophysical Research Letters · doi:10.1029/2008gl034424 · Cited by 174
Williams, M. W., Losleben, M., Caine, N., & Greenland, D. (1996) · Limnology and Oceanography · doi:10.4319/lo.1996.41.5.0939 · Cited by 166
Disappearing “alpine tundra” Köppen climatic type in the western United States
Díaz, H. F., & Eischeid, J. K. (2007) · Geophysical Research Letters · doi:10.1029/2007gl031253 · Cited by 162
Climate change in the Colorado Rocky Mountains: free air versus surface temperature trends
Pepin, N., & Losleben, M. (2002) · International Journal of Climatology · doi:10.1002/joc.740 · Cited by 160
Moore, J. N., Harper, J. T., & Greenwood, M. (2007) · Geophysical Research Letters · doi:10.1029/2007gl031022 · Cited by 80
Cited by
Painter, T. H., Berisford, D. F., Boardman, J. W., Bormann, K. J., Deems, J. S., Gehrke, F., Hedrick, A., Joyce, M., Laidlaw, R., Marks, D., et al. (2016) · Remote Sensing of Environment · doi:10.1016/j.rse.2016.06.018 · Cited by 630
Water and life from snow: A trillion dollar science question
Sturm, M., Goldstein, M. A., & Parr, C. (2017) · Water Resources Research · doi:10.1002/2017wr020840 · Cited by 401
Sherson, L. R., Van Horn, D. J., Gomez-Velez, J. D., Crossey, L. J., & Dahm, C. N. (2015) · Hydrological Processes · doi:10.1002/hyp.10426 · Cited by 81
Metadata
- Authors
- Clow, D. W.
- Venue
- Journal of Climate
- Publisher
- American Meteorological Society
- Published
- 2010-05-01
- Volume
- 23
- Issue
- 9
- Pages
- 2293-2306
- ISSN
- 0894-8755 (ISSN-L)
- 1520-0442
- OpenAlex
- W2108506046
- Cited by
- 517
- References
- 40
- FWCI
- 9.68
- Type
- journal article
- Language
- en
- Open access
- bronze
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.