122 citations as recorded by crossref.

1. Quantifying the influence of cold water intrusions in a shallow, coastal system across contrasting years: Green Bay, Lake Michigan B. Grunert et al. 10.1016/j.jglr.2018.07.009
2. Review on the Change Trend, Attribution Analysis, Retrieval, Simulation, and Prediction of Lake Surface Water Temperature T. Jia et al. 10.1109/JSTARS.2022.3188788
3. Growth of starry stonewort (Nitellopsis obtusa (Desvaux) J. Groves, Characeae) in two Michigan, USA, drowned river mouth lakes E. Moore et al. 10.1016/j.jglr.2025.102687
4. Reconstructing Six Decades of Surface Temperatures at a Shallow Lake X. Zhang et al. 10.3390/w12020405
5. From skin to bulk: An adjustment technique for assimilation of satellite-derived temperature observations in numerical models of small inland water bodies A. Javaheri et al. 10.1016/j.advwatres.2016.03.012
6. Development of an adaptive neuro-fuzzy inference system (ANFIS) model to predict sea surface temperature (SST) S. Kale 10.1515/ohs-2020-0031
7. Past and future climate change effects on the thermal regime and oxygen solubility of four peri-alpine lakes O. Desgué-Itier et al. 10.5194/hess-27-837-2023
8. Excess warming of a Central European lake driven by solar brightening M. Schmid & O. Köster 10.1002/2016WR018651
9. Turning summer into winter: nutrient dynamics, temperature, density dependence and invasive species drive bioenergetic processes and growth of a keystone coldwater fish J. DeWeber et al. 10.1111/oik.09316
10. Sources of skill in lake temperature, discharge and ice-off seasonal forecasting tools F. Clayer et al. 10.5194/hess-27-1361-2023
11. Spatial impact of urban expansion on lake surface water temperature based on the perspective of watershed scale L. Tang et al. 10.3389/fenvs.2022.991502
12. Future climate-induced changes in mixing and deep oxygen content of a caldera lake with hydrothermal heat and salt inputs T. Wood et al. 10.1016/j.jglr.2023.03.014
13. Modelling Heat Balance of a Large Lake in Central Tibetan Plateau Incorporating Satellite Observations L. Guo et al. 10.3390/rs15163982
14. Modelling the impacts of climate change on riverine thermal regimes in western Canada’s largest Pacific watershed S. Islam et al. 10.1038/s41598-019-47804-2
15. Spatial and temporal variations in water temperature in a high-altitude deep dimictic mountain lake (Nam Co), central Tibetan Plateau J. Wang et al. 10.1016/j.jglr.2018.12.005
16. An integrated dataset of daily lake surface water temperature over the Tibetan Plateau L. Guo et al. 10.5194/essd-14-3411-2022
17. Deep water renewal in Lake Baikal: A model for long‐term analyses S. Piccolroaz & M. Toffolon 10.1002/2013JC009029
18. The water heat pump operation under frost conditions on the evaporator surface V. Maksimov & A. Saloum 10.30724/1998-9903-2019-21-3-4-44-51
19. Climate warming and projected loss of thermal habitat volume in lake populations of brook trout M. Ridgway et al. 10.1139/cjfas-2023-0192
20. Responses of Lake Ice Phenology to Climate Change at Tibetan Plateau L. Guo et al. 10.1109/JSTARS.2020.3006270
21. Regional vs. global temperature calibrations for lacustrine BrGDGTs in the North American (sub)tropics: Implications for their application in paleotemperature reconstructions Y. Lei et al. 10.1016/j.orggeochem.2023.104660
22. Ice Cover and Extreme Events Determine Dissolved Oxygen in a Placid Mountain Lake G. Flaim et al. 10.1029/2020WR027321
23. Global maps of lake surface water temperatures reveal pitfalls of air‐for‐water substitutions in ecological prediction D. Armitage 10.1111/ecog.06595
24. The fate of Lake Baikal: how climate change may alter deep ventilation in the largest lake on Earth S. Piccolroaz & M. Toffolon 10.1007/s10584-018-2275-2
25. Exploring and quantifying the impact of climate change on surface water temperature of a high mountain lake in Central Europe S. Zhu et al. 10.1007/s10661-019-7994-y
26. Critical factors for the use of machine learning to predict lake surface water temperature A. Yousefi & M. Toffolon 10.1016/j.jhydrol.2021.127418
27. Lake Surface Temperature Predictions under Different Climate Scenarios with Machine Learning Methods: A Case Study of Qinghai Lake and Hulun Lake, China Z. Li et al. 10.3390/rs16173220
28. Thermal discontinuities along a lowland river: The importance of urban areas and lakes R. Arora et al. 10.1016/j.jhydrol.2018.05.066
29. Sympatric occurrence and population dynamics of Scylla spp. in equatorial climate: Effects of rainfall, temperature and lunar phase H. Fazhan et al. 10.1016/j.ecss.2017.09.022
30. Seven Decades of Surface Temperature Changes in Central European Lakes: What Is Next? M. Ptak et al. 10.3390/resources13110149
31. A framework for ensemble modelling of climate change impacts on lakes worldwide: the ISIMIP Lake Sector M. Golub et al. 10.5194/gmd-15-4597-2022
32. Warming of lowland Polish lakes under future climate change scenarios and consequences for ice cover and mixing dynamics S. Piccolroaz et al. 10.1016/j.ejrh.2021.100780
33. Uncertainty in projections of future lake thermal dynamics is differentially driven by lake and global climate models J. Wynne et al. 10.7717/peerj.15445
34. Probabilistic extreme SST and marine heatwave forecasts in Chesapeake Bay: A forecast model, skill assessment, and potential value A. Ross & C. Stock 10.3389/fmars.2022.896961
35. Estimation of the Thermally Reactive Layer in Lakes Based on Surface Water Temperature M. Toffolon et al. 10.1029/2021WR031755
36. Prediction of Surface Water Temperature and Its Spatial-Temporal Variation Characteristics of 11 Main Lakes in Yunnan–Guizhou Plateau S. Xu et al. 10.1109/JSTARS.2023.3335291
37. A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave S. Zhu et al. 10.1016/j.scitotenv.2023.167121
38. Impacts of and resilience to climate change at the bottom of the shrimp commodity chain in Bangladesh: A preliminary investigation S. Kais & M. Islam 10.1016/j.aquaculture.2017.05.024
39. Climate Change Effects on a Subtropical Coastal Shallow Lake from Heatwave Indexes C. Saldanha-Ferrari et al. 10.1007/s41748-024-00538-2
40. Model-Based Design of a Pseudo-Cogenerative Heating System for e-Boat Battery Cold Start D. Fusai et al. 10.3390/en14041022
41. How does the calibration method impact the performance of the air2water model for the forecasting of lake surface water temperatures? S. Zhu et al. 10.1016/j.jhydrol.2021.126219
42. Estuarine Tidal Cycles May Preserve Thermal Refugia as Global Temperatures Increase M. Davis et al. 10.1007/s12237-025-01510-7
43. Dynamic Response of Surface Water Temperature in Urban Lakes under Different Climate Scenarios—A Case Study in Dianchi Lake, China H. Duan et al. 10.3390/ijerph191912142
44. An optimized NARX-based model for predicting thermal dynamics and heatwaves in rivers S. Zhu et al. 10.1016/j.scitotenv.2024.171954
45. A simple approach to estimate lake surface water temperatures in Polish lowland lakes S. Zhu et al. 10.1016/j.ejrh.2023.101468
46. Climate Relationships between Air Temperature and Water Temperatures in the Different Limnetic Zones of Lake Ladoga M. Naumenko & V. Guzivaty 10.1134/S1875372822010097
47. Effects of re‐oligotrophication and climate change on lake thermal structure G. Flaim et al. 10.1111/fwb.12819
48. On the predictability of lake surface temperature using air temperature in a changing climate: A case study for Lake Tahoe (U.S.A.) S. Piccolroaz et al. 10.1002/lno.10626
49. Predicting open-water thermal regimes of temperate North American lakes D. Gillis et al. 10.1139/cjfas-2020-0140
50. Forecasting surface water temperature in lakes: A comparison of approaches S. Zhu et al. 10.1016/j.jhydrol.2020.124809
51. Warming of Central European lakes and their response to the 1980s climate regime shift R. Woolway et al. 10.1007/s10584-017-1966-4
52. PID4LaTe: a physics-informed deep learning model for lake multi-depth temperature prediction L. Chen et al. 10.1007/s12145-024-01377-5
53. A stacked machine learning model for multi-step ahead prediction of lake surface water temperature F. Di Nunno et al. 10.1016/j.scitotenv.2023.164323
54. Performance of the air2stream model that relates air and stream water temperatures depends on the calibration method A. Piotrowski & J. Napiorkowski 10.1016/j.jhydrol.2018.04.016
55. Towards numerical modelling of surface water temperature in a tropical lake in central-western México: Atmospheric forcing, validation and verification through satellite-based observations. D. Pantoja & T. Gasca-Ortiz 10.1080/20442041.2025.2556616
56. Historical and projected response of Southeast Asian lakes surface water temperature to warming climate S. Virdis et al. 10.1016/j.envres.2024.118412
57. Geographic and temporal variations in turbulent heat loss from lakes: A global analysis across 45 lakes R. Woolway et al. 10.1002/lno.10950
58. Reconstructing 42 Years (1979–2020) of Great Lakes Surface Temperature through a Deep Learning Approach M. Kayastha et al. 10.3390/rs15174253
59. Modelling tool for predicting and simulating nitrogen concentrations in cold-climate mining ponds L. Nilsson & A. Widerlund 10.1016/j.ecolmodel.2018.04.006
60. Modeling and Experimental Investigation of the Evolution of Surface Temperature Fields in Water Bodies F. Luo et al. 10.3390/app15063140
61. Substantial increase in minimum lake surface temperatures under climate change R. Woolway et al. 10.1007/s10584-019-02465-y
62. Impact of climate change on the Vrana Lake surface water temperature in Croatia using support vector regression Ž. Brkić & O. Larva 10.1016/j.ejrh.2024.101858
63. Impact of the 2018 European heatwave on lake surface water temperature R. Woolway et al. 10.1080/20442041.2020.1712180
64. A hybrid model for river water temperature as a function of air temperature and discharge M. Toffolon & S. Piccolroaz 10.1088/1748-9326/10/11/114011
65. Prediction of river water temperature: a comparison between a new family of hybrid models and statistical approaches S. Piccolroaz et al. 10.1002/hyp.10913
66. Regime shifts in the thermal dynamics of offshore China due to accelerated global warming Y. Wang et al. 10.1016/j.scitotenv.2024.174882
67. Lake-water-temperature regulation under diurnal and annual cycles of environmental forcing, Agamon Hula, Israel G. Tau et al. 10.1016/j.jhydrol.2025.133142
68. Utilizing Multi-Source Datasets for the Reconstruction and Prediction of Water Temperature in Lake Miedwie (Poland) M. Ptak et al. 10.3390/rs16152753
69. Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN S. Heddam et al. 10.1016/j.jhydrol.2020.125130
70. On the role of local depth and latitude on surface warming heterogeneity in the Laurentian Great Lakes E. Calamita et al. 10.1080/20442041.2021.1873698
71. Air2water model with nine parameters for lake surface temperature assessment A. Piotrowski et al. 10.1016/j.limno.2022.125967
72. Drivers of Warming in Lake Nam Co on Tibetan Plateau Over the Past 40 Years Y. Shi et al. 10.1029/2021JD036320
73. Is Everything Lost? Recreating the Surface Water Temperature of Unmonitored Lakes in Poland M. Ptak et al. 10.3390/resources14040067
74. Multidecadal analysis of Lake Garda water balance L. Hinegk et al. 10.4081/jlimnol.2023.2144
75. Cyanobacterial Blooms in Lake Varese: Analysis and Characterization over Ten Years of Observations N. Chirico et al. 10.3390/w12030675
76. Cumulative intensity heatwave index as an assessment tool for climate change effects on shallow lakes C. Saldanha-Ferrari et al. 10.23818/limn.45.11
77. Seasonality of change: Summer warming rates do not fully represent effects of climate change on lake temperatures L. Winslow et al. 10.1002/lno.10557
78. Coupled convolutional neural network with long short-term memory network for predicting lake water temperature H. Yang et al. 10.1016/j.jhydrol.2025.132878
79. Water temperature prediction in a subtropical subalpine lake using soft computing techniques S. Samadianfard et al. 10.15446/esrj.v20n2.43199
80. Relevance of inflows on the thermodynamic structure and on the modeling of a deep subalpine lake (Lake Maggiore, Northern Italy/Southern Switzerland) A. Fenocchi et al. 10.1016/j.limno.2017.01.006
81. Climate change and Arctic charr (Salvelinus alpinus) in North America: modelling possible changes in range with different climate scenarios and interspecific interactions C. Bommersbach et al. 10.1007/s10228-024-00987-9
82. Water and sediment temperature dynamics in shallow tidal environments: The role of the heat flux at the sediment-water interface M. Pivato et al. 10.1016/j.advwatres.2018.01.009
83. A Novel Deep Learning Model for Mining Nonlinear Dynamics in Lake Surface Water Temperature Prediction Z. Hao et al. 10.3390/rs15040900
84. A hybrid model for the forecasting of sea surface water temperature using the information of air temperature: a case study of the Baltic Sea S. Zhu et al. 10.1080/27669645.2022.2058689
85. The impact of extreme heat on lake warming in China W. Wang et al. 10.1038/s41467-023-44404-7
86. Slow response of surface water temperature to fast atmospheric variability reveals mixing heterogeneity in a deep lake M. Amadori et al. 10.1038/s41598-024-58547-0
87. Effects of Long-Term Increases in Water Temperature and Stratification on Large Artificial Water-Source Lakes in South Korea S. Yu et al. 10.3390/w13172341
88. Nanoplastics Distribution during Ice Formation: Insights into Natural Surface Water Freezing Conditions Y. Wang et al. 10.1021/acs.est.4c10211
89. Recent accelerated warming of the Laurentian Great Lakes: Physical drivers Y. Zhong et al. 10.1002/lno.10331
90. Enhancing the vapor condensation efficiency of a solar water purifier by rapid heat dissipation to bottom bulk water X. Lan et al. 10.1039/D2TA01187E
91. Ice phenology dataset reconstructed from remote sensing and modelling for lakes over the Tibetan Plateau Y. Wu et al. 10.1038/s41597-022-01863-9
92. Modeling Lake Titicaca's water balance: the dominant roles of precipitation and evaporation N. Lima-Quispe et al. 10.5194/hess-29-655-2025
93. Probabilistic quantile multiple fourier feature network for lake temperature forecasting: incorporating pinball loss for uncertainty estimation S. Liu et al. 10.1007/s12145-024-01448-7
94. Derivation of consistent, continuous daily river temperature data series by combining remote sensing and water temperature models M. Tavares et al. 10.1016/j.rse.2020.111721
95. Global reconstruction of twentieth century lake surface water temperature reveals different warming trends depending on the climatic zone S. Piccolroaz et al. 10.1007/s10584-020-02663-z
96. How the choice of model calibration procedure affects projections of lake surface water temperatures for future climatic conditions J. Napiorkowski et al. 10.1016/j.jhydrol.2025.133236
97. The Distribution and Prediction of Summer Near-Surface Water Temperatures in Lakes of the Coterminous United States and Southern Canada R. Bachmann et al. 10.3390/geosciences9070296
98. The role of stratification on lakes' thermal response: The case of Lake Superior S. Piccolroaz et al. 10.1002/2014WR016555
99. Novel Air2water Model Variant for Lake Surface Temperature Modeling With Detailed Analysis of Calibration Methods A. Piotrowski et al. 10.1109/JSTARS.2022.3226516
100. Winter thermal structure across the Laurentian Great Lakes J. Austin et al. 10.1016/j.jglr.2025.102550
101. On the use of averaged indicators to assess lakes’ thermal response to changes in climatic conditions M. Toffolon et al. 10.1088/1748-9326/ab763e
102. An epilimnion and hypolimnion temperature model based on air temperature and lake characteristics J. Prats & P. Danis 10.1051/kmae/2019001
103. Daily surface temperatures for 185,549 lakes in the conterminous United States estimated using deep learning (1980–2020) J. Willard et al. 10.1002/lol2.10249
104. Intraspecific variation in the functional response of an invasive crayfish under different temperatures V. Chicatun et al. 10.1139/cjz-2024-0006
105. Multi-step ahead prediction of lake water temperature using neural network and physically-based model C. Chen & X. Xue 10.1080/00221686.2024.2377132
106. Diel temperature patterns unveiled: High-frequency monitoring and deep learning in Lake Kasumigaura S. Zhu et al. 10.1016/j.ecolind.2024.112958
107. Chlorophyll a predictability and relative importance of factors governing lake phytoplankton at different timescales X. Liu et al. 10.1016/j.scitotenv.2018.08.146
108. Simulation and Prediction of Thermokarst Lake Surface Temperature Changes on the Qinghai–Tibet Plateau C. Zhang et al. 10.3390/rs16244645
109. Impact of climate warming on the surface water temperature of plateau lake Z. Peng et al. 10.1007/s11600-021-00581-x
110. Investigation on River Thermal Regime under Dam Influence by Integrating Remote Sensing and Water Temperature Model X. Shi et al. 10.3390/w13020133
111. Quantifying the difference between surface temperature and surface waterbulk temperature and its influencing factors at Lake Taihu with <i>in-situ</i> observation L. Yuzhu et al. 10.18307/2023.0543
112. Estimation of evaporation for Lake Van H. Aydin & H. Karakuş 10.1007/s12665-016-6077-4
113. Climate warming increases vertical and seasonal water temperature differences and inter-annual variability in a mountain lake G. Niedrist et al. 10.1007/s10584-018-2328-6
114. Quantifying the impact of the Three Gorges Dam on the thermal dynamics of the Yangtze River H. Cai et al. 10.1088/1748-9326/aab9e0
115. 150-year daily data (1870–2021) in lakes and rivers reveals intensifying surface water warming and heatwaves in the Pannonian Ecoregion (Hungary) H. Li et al. 10.1016/j.ejrh.2024.101985
116. A long-term dataset of simulated epilimnion and hypolimnion temperatures in 401 French lakes (1959–2020) N. Sharaf et al. 10.5194/essd-15-5631-2023
117. Influence of climate variations on Chascomús shallow lake thermal conditions and its consequences on the reproductive ecology of the Argentinian Silverside (Odontesthes bonariensis—Actinopterygii, Atherinopsidae) M. Elisio et al. 10.1007/s10750-014-1945-y
118. Physiological plasticity increases resilience of ectothermic animals to climate change F. Seebacher et al. 10.1038/nclimate2457
119. A Google Earth Engine Application to Retrieve Long-Term Surface Temperature for Small Lakes. Case: San Pedro Lagoons, Chile M. Pedreros-Guarda et al. 10.3390/rs13224544
120. Lake Water Temperature Modeling in an Era of Climate Change: Data Sources, Models, and Future Prospects S. Piccolroaz et al. 10.1029/2023RG000816
121. An autonomous decision support system for manganese forecasting in subtropical water reservoirs E. Bertone et al. 10.1016/j.envsoft.2015.08.008
122. Mismatched light and temperature cues disrupt locomotion and energetics via thyroid-dependent mechanisms A. Le Roy et al. 10.1093/conphys/coaa051