Entropy: From Thermodynamics to Hydrology

被引:27
作者
Koutsoyiannis, Demetris [1 ]
机构
[1] Natl Tech Univ Athens, Sch Civil Engn, Dept Water Resources & Environm Engn, Zografos 15780, Greece
关键词
entropy; principle of maximum entropy; statistical thermophysics; hydrology; stochastics; TEMPERATURE; UNCERTAINTY; VAPOR; HEAT;
D O I
10.3390/e16031287
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Some known results from statistical thermophysics as well as from hydrology are revisited from a different perspective trying: (a) to unify the notion of entropy in thermodynamic and statistical/stochastic approaches of complex hydrological systems and (b) to show the power of entropy and the principle of maximum entropy in inference, both deductive and inductive. The capability for deductive reasoning is illustrated by deriving the law of phase change transition of water (Clausius-Clapeyron) from scratch by maximizing entropy in a formal probabilistic frame. However, such deductive reasoning cannot work in more complex hydrological systems with diverse elements, yet the entropy maximization framework can help in inductive inference, necessarily based on data. Several examples of this type are provided in an attempt to link statistical thermophysics with hydrology with a unifying view of entropy.
引用
收藏
页码:1287 / 1314
页数:28
相关论文
共 45 条
  • [1] [Anonymous], 2007, Four laws that drive the universe
  • [2] [Anonymous], 1993, Statistical Thermophysics
  • [3] [Anonymous], Probability, Random Variables and Stochastic Processes
  • [4] [Anonymous], 2003, Probability Theory
  • [5] Ben-Naim A., 2008, A Farewell to Entropy: Statistical Thermodynamics Based on Information
  • [6] Bendjoudi H, 1983, THESIS ECOLE NATL SU
  • [7] Boltzmann L., 1877, Wiener Berichte, V76, P373
  • [8] Quantifying the thermodynamic entropy budget of the land surface: is this useful?
    Brunsell, N. A.
    Schymanski, S. J.
    Kleidon, A.
    [J]. EARTH SYSTEM DYNAMICS, 2011, 2 (01) : 87 - 103
  • [9] Clausius R., 1867, The Mechanical Theory of Heat: With Its Applications to the Steam-Engine and to the Physical Properties of Bodies
  • [10] Clausius R., 1865, Ann. Phys., V201, P353, DOI [10.1002/andp.18652010702, DOI 10.1002/ANDP.18652010702]