Estimation of soil moisture using decision tree regression (English)
- New search for: Pekel, Engin
- Further information on Pekel, Engin:
-
https://orcid.org/0000-0002-5295-8013
- New search for: Pekel, Engin
- Further information on Pekel, Engin:
-
https://orcid.org/0000-0002-5295-8013
In:
Theoretical and Applied Climatology
;
139
, 3-4
; 1111-1119
;
2019
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Estimation of soil moisture using decision tree regression
-
Contributors:Pekel, Engin ( author )
-
Published in:Theoretical and Applied Climatology ; 139, 3-4 ; 1111-1119
-
Publisher:
- New search for: Springer Vienna
- New search for: Springer
-
Place of publication:Wien [u.a.]
-
Publication date:2019
-
ISSN:
-
ZDBID:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
- New search for: 38.82
- Further information on Basic classification
-
Keywords:
-
Classification:
BKL: 38.82 Klimatologie -
Source:
Table of contents – Volume 139, Issue 3-4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 837
-
Trend and homogeneity analysis in temperature and rainfall series in western Black Sea region, TurkeyAy, Murat et al. | 2019
- 849
-
Homogeneity tests and non-parametric analyses of tendencies in precipitation time series in Keszthely, Western HungaryKocsis, Tímea / Kovács-Székely, Ilona / Anda, Angéla et al. | 2019
- 861
-
Systematic precipitation redistribution following a strong hurricane landfallMiller, Paul W. / Mote, Thomas L. / Kumar, Abhishek / Mishra, Deepak R. et al. | 2019
- 873
-
Effects of increasing surface reflectivity on aerosol, radiation, and cloud interactions in the urban atmosphereJandaghian, Zahra / Akbari, Hashem et al. | 2019
- 893
-
Occurrence of strong and very strong heat stress in Poland and its circulation conditionsTomczyk, Arkadiusz M. / Owczarek, Małgorzata et al. | 2019
- 907
-
Soil temperature in an open site and below two plantation forest canopies in a tropical highland area, southern EthiopiaAlem, Shiferaw / Madera, Petr / Pavlis, Jindrich et al. | 2019
- 915
-
Comparisons of hot summers in the Mediterranean and North ChinaQiu, Weiteng / Yan, Xiaodong et al. | 2019
- 923
-
Improvement of daily precipitation estimations using PRISM with inverse-distance weightingJeong, Ha-Gyu / Ahn, Joong-Bae / Lee, Joonlee / Shim, Kyo-Moon / Jung, Myung-Pyo et al. | 2019
- 935
-
Long-term rainfall characteristics in the Mzingwane catchment of south-western ZimbabweSibanda, S. / Grab, S.W. / Ahmed, F. et al. | 2019
- 949
-
Wavelet-based combination approach for modeling sub-divisional rainfall in IndiaPaul, Ranjit Kumar / Paul, A K / Bhar, L M et al. | 2019
- 965
-
Temporal and spatial evolution trends of drought in northern Shaanxi of China: 1960–2100Wang, Xiaoyun / Zhuo, La / Li, Chong / Engel, Bernard A / Sun, Shikun / Wang, Yubao et al. | 2019
- 981
-
Correction to: Temporal and spatial evolution trends of drought in northern Shaanxi of China: 1960–2100Wang, Xiaoyun / Zhuo, La / Li, Chong / Engel, Bernard A / Sun, Shikun / Wang, Yubao et al. | 2019
- 983
-
Thermal properties of active layer in permafrost regions with different vegetation types on the Qinghai-Tibetan PlateauHu, Guojie / Zhao, Lin / Li, Ren / Wu, Xiaodong / Wu, Tonghua / Xie, Changwei / Zhu, Xiaofan / Hao, Junming et al. | 2019
- 995
-
Seasonal division of 850 hPa South China Sea based on multi-element atmospheric condition similarityWang, Zheng / Feng, Guolin / Zhi, Rong / Hu, Po et al. | 2019
- 1007
-
Distinguishing changes in the Hadley circulation edgeMoon, Hyejin / Ha, Kyung-Ja et al. | 2019
- 1019
-
Influence of El Niño and La Niña on coffee yield in the main coffee-producing regions of BrazilAlmeida Silva, Karita / de Souza Rolim, Glauco / Borges Valeriano, Taynara Tuany / da Silva Cabral de Moraes, José Reinaldo et al. | 2019
- 1031
-
Parametric gridded weather generator for use in present and future climates: focus on spatial temperature characteristicsDubrovsky, Martin / Huth, Radan / Dabhi, Hetal / Rotach, Mathias W. et al. | 2019
- 1045
-
Trend analysis of extreme thermal indices in south Brazil (1971 to 2014)Ely, Deise F. / Fortin, Guillaume et al. | 2019
- 1057
-
Development of observation-based parameterizations of standard deviations of wind velocity fluctuations over an Indian regionSrivastava, Piyush / Sharan, Maithili / Kumar, Manoj et al. | 2019
- 1079
-
Systematic errors in the WRF model planetary boundary layer schemes for two contrasting monsoon seasons over the state of Odisha and its neighborhood regionHazra, Vivekananda / Pattnaik, Sandeep et al. | 2019
- 1097
-
Impact of urbanization on rainfall of different strengths in the Beijing areaYu, Miao / Liu, Yimin / Miao, Shiguang et al. | 2019
- 1111
-
Estimation of soil moisture using decision tree regressionPekel, Engin et al. | 2019
- 1121
-
Performance of regional climate model in simulating Indian summer monsoon over Indian homogeneous regionBhatla, R. / Verma, Shruti / Ghosh, Soumik / Mall, R. K. et al. | 2019
- 1137
-
Evidence of climate shift for temperature and precipitation extremes across Gansu Province in ChinaAn, Dong / Du, Yiheng / Berndtsson, Ronny / Niu, Zuirong / Zhang, Linus / Yuan, Feifei et al. | 2019
- 1151
-
Improving the performance of the SPEI using four-parameter distribution functionRamezani, Yousef / Nazeri Tahroudi, Mohammad et al. | 2019
- 1163
-
Study of satellite-derived cloud microphysical parameters for tropical cyclones over the North Indian Ocean (2010–2013)John, Jinya / Shukla, Bipasha Paul / Gajjar, P.N. / Sathiyamoorthy, V. et al. | 2019
- 1175
-
Attribution analyses of evapotranspiration and gross primary productivity changes in Ziya-Daqing basins, China during 2001–2015Liu, Yi / Mo, Xingguo / Hu, Shi / Chen, Xuejuan / Liu, Suxia et al. | 2019
- 1191
-
Estimation of extreme quantiles at ungaged sites based on region-of-influence and weighting approaches to regional frequency analysis of maximum 24-h rainfallFathian, Farshad / Dehghan, Zohreh / Eslamian, Seyed Saeid et al. | 2019
- 1207
-
Modeling of the saffron yield in Central Khorasan region based on meteorological extreme eventsKouzegaran, Saeedeh / Mousavi Baygi, Mohamad / Babaeian, Iman / Khashei-Siuki, Abbas et al. | 2019
- 1219
-
A new perspective on the sunshine duration variabilityBrabec, Marek / Dumitrescu, Alexandru / Paulescu, Marius / Badescu, Viorel et al. | 2019
- 1231
-
Critical behavior of tropical cyclonesWolf, E. L. et al. | 2019
- 1237
-
Diurnal and seasonal variability of sensible and latent heat fluxes at an agricultural site in Ile-Ife, southwest NigeriaAjao, Adewale I. / Jegede, Oluwagbemiga O. / Ayoola, Muritala A. et al. | 2019
- 1247
-
Spatiotemporal variability of snowfall and its concentration in northern Xinjiang, Northwest ChinaYang, Tao / Li, Qian / Liu, Wenjiang / Liu, Xiang / Li, Lanhai / De Maeyer, Philippe et al. | 2019
- 1261
-
A new artificial multi-neural approach to estimate the hourly global solar radiation in a semi-arid climate siteJallal, Mohammed Ali / Chabaa, Samira / Zeroual, Abdelouhab et al. | 2019
- 1277
-
On the use of Bayesian quantile regression method to explore the historical trends in extreme precipitation and their connections with large-scale climate patterns over the contiguous USATharu, Bhikhari / Dhakal, Nirajan et al. | 2019
- 1291
-
Blocking, gap flow and mountain wave interaction along the coastal escarpment of South AfricaGeldenhuys, Markus / Dyson, Liesl L. / van der Mescht, Deon et al. | 2019
- 1305
-
Temperature trends in Europe: comparison of different data sourcesKrauskopf, Tomáš / Huth, Radan et al. | 2019
- 1317
-
Future projection of winter precipitation over northwest India and associated regions using CORDEX-SA experimentsMidhuna, T. M. / Dimri, A. P. et al. | 2019
- 1333
-
Non-homogeneous hidden Markov model for downscaling of short rains occurrence in KenyaNyongesa, Aston Matwayi / Zeng, Gang / Ongoma, Victor et al. | 2019
- 1349
-
Comparison of the gene expression programming, artificial neural network (ANN), and equivalent Muskingum inflow models in the flood routing of multiple branched riversPashazadeh, Arash / Javan, Mitra et al. | 2019
- 1363
-
Comparative analysis of probability distributions for the Standardized Precipitation Index and drought evolution in China during 1961–2015Zhao, Ruxin / Wang, Huixiao / Zhan, Chesheng / Hu, Shi / Ma, Meihong / Dong, Yuxuan et al. | 2019
- 1379
-
Temporal and spatial variations in freeze warnings in the conterminous United States: 2005–2018Lawhorn, Brandon / Balling, Robert C. et al. | 2019
- 1385
-
Quantitative estimation of water use efficiency and evapotranspiration under varying nitrogen levels and sowing dates for rainfed and irrigated maizeSrivastava, R. K. / Panda, R. K. / Chakraborty, Arun / Halder, Debjani et al. | 2019
- 1401
-
Climate variability over the past 100 years in Myanmar derived from tree-ring stable oxygen isotope variations in TeakPumijumnong, Nathsuda / Muangsong, Chotika / Buajan, Supaporn / Sano, Masaki / Nakatsuka, Takeshi et al. | 2019
- 1415
-
Hydropower potential in the Kabul River under climate change scenarios in the XXI centuryCasale, F. / Bombelli, G. M. / Monti, R. / Bocchiola, D. et al. | 2019
- 1435
-
Economic benefits of ENSO information in crop management decisions: case study of rice farming in West Java, IndonesiaBoer, Rizaldi / Surmaini, Elza et al. | 2019
- 1447
-
Spatial analysis of spring dust storms hazard in IranBaghbanan, Parasto / Ghavidel, Yousef / Farajzadeh, Manuchehr et al. | 2019
- 1459
-
Application of non-conventional soft computing approaches for estimation of reference evapotranspiration in various climatic regionsRaza, Ali / Shoaib, Muhammad / Khan, Afzaal / Baig, Faisal / Faiz, Muhammad Abrar / Khan, Mudasser Muneer et al. | 2019
- 1479
-
On the microphysical processing of aged combustion aerosols impacting warm rain microphysics over Asian megacitiesGumber, Siddharth / Ghosh, Sat / Orr, Andrew / Pope, James et al. | 2019
- 1493
-
Defining suitable areas for bioclimatic comfort for landscape planning and landscape management in Hatay, TurkeyAdiguzel, Fatih / Cetin, Mehmet / Kaya, Efdal / Simsek, Mesut / Gungor, Senay / Bozdogan Sert, Elif et al. | 2019
- 1505
-
New method for clear day selection based on normalized least mean square algorithmZaiani, Mohamed / Djafer, Djelloul / Chouireb, Fatima / Irbah, Abdanour / Hamidia, Mahfoud et al. | 2019
- 1513
-
Resilience of agriculture in a climatically vulnerable state of IndiaDas, Usha / Ghosh, Souvik / Mondal, Bitan et al. | 2019
- 1531
-
Identification of the trends associated with the SPI and SPEI indices across Ankara, TurkeyDanandeh Mehr, Ali / Vaheddoost, Babak et al. | 2019
- 1543
-
Characterizing the temperature and precipitation covariability over CanadaSingh, Harsimrenjit / Pirani, Farshad Jalili / Najafi, Mohammad Reza et al. | 2019
- 1559
-
MJO influence in the CaribbeanJury, Mark R. et al. | 2019
- 1569
-
Statistical bias correction of regional climate model simulations for climate change projection in the Jemma sub-basin, upper Blue Nile Basin of EthiopiaWorku, Gebrekidan / Teferi, Ermias / Bantider, Amare / Dile, Yihun T. et al. | 2019