Download or read book Rainfall in the Netherlands Indies written by Jan Boerema and published by . This book was released on 1925 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Results of Rainfall Observations in Java In Dutch and English With Atlas 7 Maps written by Willem Bemmelen and published by . This book was released on 1914 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Results of rainfall observations in Java written by Willem Bemmelen and published by . This book was released on 1914 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book On the rainfall in Java written by Indonesia. Djawatan Meteorologi dan Geofisik and published by . This book was released on 1908 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Average number of rainfall days in Java and Madoera during the four consecutive for every station driest months of the year with a map and English summary written by J. Boerema and published by . This book was released on 1931 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Meteorological Magazine written by and published by . This book was released on 1922 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book DATA SCIENCE FOR RAIN CLASSIFICATION AND PREDICTION WITH PYTHON GUI written by Vivian Siahaan and published by BALIGE PUBLISHING. This book was released on 2023-06-29 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dataset used in this book consists of daily weather observations from various locations in Australia spanning a 10-year period. The target variable is "RainTomorrow," which predicts whether it will rain the following day. The dataset comprises 23 attributes, including: DATE: The date of observation.; LOCATION: The name of the weather station's location.; MINTEMP: The minimum temperature in degrees Celsius.; MAXTEMP: The maximum temperature in degrees Celsius.; RAINFALL: The amount of rainfall recorded for the day in mm.; EVAPORATION: Class A pan evaporation in mm for the 24 hours until 9 am.; SUNSHINE: The number of hours of bright sunshine in a day.; WINDGUSTDIR: The direction of the strongest wind gust in the 24 hours until midnight.; WINDGUSTSPEED: The speed of the strongest wind gust in km/h in the 24 hours until midnight.; WINDDIR9AM: The direction of the wind at 9 am. The project utilizes several machine learning models, including K-Nearest Neighbor, Random Forest, Naive Bayes, Logistic Regression, Decision Tree, Support Vector Machine, Adaboost, LGBM classifier, Gradient Boosting, and XGB classifier. Three feature scaling techniques, namely raw scaling, MinMax scaling, and standard scaling, are employed. These machine learning models are utilized to analyze the weather attributes and make predictions about the occurrence of rainfall. Each model has its strengths and may perform differently based on the characteristics of the dataset. Additionally, a GUI is developed using PyQt5 to visualize cross-validation scores, predicted values versus true values, confusion matrix, learning curves, decision boundaries, model performance, scalability, training loss, and training accuracy. These visualizations within the GUI provide a comprehensive understanding of the model's performance, learning behavior, decision-making boundaries, and the quality of its predictions. Users can leverage these insights to fine-tune the model and improve its accuracy and generalization capabilities. In addition, the GUI developed using PyQt5 also includes the capability to visualize features on a year-wise and month-wise basis. This functionality allows users to explore the variations and trends in different weather attributes across different years and months. With the year-wise and month-wise visualizations, users can gain insights into the temporal patterns and trends present in the weather data. It enables them to observe how specific attributes change over time and across different seasons, providing a deeper understanding of the weather patterns and their potential influence on rainfall occurrences.
Download or read book Proceedings of the 1st International Conference on Industry Science Technology and Sustainability IConISTS 2023 written by Ahmad Zakaria and published by Springer Nature. This book was released on 2024 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book An Annotated Bibliography of Climatic Atlases and Charts of the World Land areas written by Henry Hacia and published by . This book was released on 1970 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Technical Report on a Study of the Agroclimatology of the Humid Tropics of Southeast Asia written by L. R. Oldeman and published by Food & Agriculture Org.. This book was released on 1982 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cyclopedia of American Agriculture written by Liberty Hyde Bailey and published by . This book was released on 1910 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Remote Sensing and Hydrology 2000 written by Manfred Owe and published by . This book was released on 2001 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Climate Change 4 volumes written by Brian C. Black and published by Bloomsbury Publishing USA. This book was released on 2013-01-08 with total page 1636 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a holistic consideration of climate change that goes beyond pure science, fleshing out the discussion by considering cultural, historical, and policy-driven aspects of this important issue. Climate change is a controversial topic that promises to reframe rudimentary ideas about our world and how we will live in it. The articles in Climate Change: An Encyclopedia of Science and History are designed to inform readers' decision making through the insight of scholars from around the world, each of whom brings a unique approach to this topic. The work goes beyond pure science to consider other important factors, weighing the cultural, historical, and policy-driven contributors to this issue. In addition, the book explores the ideas that have converged and evolved in order to clarify our current predicament. By considering climate change in this holistic fashion, this reference collection will prepare readers to consider the issue from every angle. Each article in the work is suitable for general readers, particularly students in high school and college, and is intended to inform and educate anyone about climate change, providing valuable information regarding the stages of mitigation and adaptation that are occurring all around us.
Download or read book Sustainable Development and Economic Growth in the Third World written by United States. Congress. Joint Economic Committee. Subcommittee on Technology and National Security and published by . This book was released on 1990 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Geographical Review written by Isaiah Bowman and published by . This book was released on 1918 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Conservation Atlas of Tropical Forests written by N.Mark Collins and published by Springer. This book was released on 1991-06-18 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first of a series designed to cover all tropical rain forests in the world. This is a visual portfolio of detailed maps of Asia, accompanied by a text which seeks to analyze the extent and causes of deforestation and to point a way towards sustainable forest development.
