Showing posts with label python. Show all posts
Showing posts with label python. Show all posts


Дайджест ссылок

1st Groundwater Project Event. Скоро должна начаться первая онлайновая конференция от Groundwater Project. Спешите записаться.
The first ever Groundwater Project Event will be 100% online between the 3rd and 26th of February 2021. A series of meetings and discussions will be promoted, addressing relevant and innovative themes presented by the best references in hydrogeology in the world. The event will be broadcasted on the Groundwater Project YouTube channel and the public will be able to interact with the speakers through the live chat. All presentations will be broadcasted in English or with English subtitles. Курсы по ГИС. В основном речь идет о qGIS.

A comprehensive list of specific Python packages for hydrogeology and groundwater modeling. Список утилит на Python-е для решения прикладных задач в гидрогеологии и геофильтрационного моделирования.
Development of open source software brings amazing new tools in all fields. In hydrogeology and groundwater modeling there is an increasing number of specific open source software and programming packages. We wanted to compile the latest libraries for Python related to hydrogeology, we asked for references and researched over the web to provide you the following list.
Lecture Notes. Лекции по гидрогеологии, геогидродинамике и геомиграции.
Some of the figures in these lecture notes are adapted from or inspired by illustrations in Dingman, S. Lawrence. Physical Hydrology. 2nd edition. Prentice-Hall, 2002.
Estimation of optimal complexity in groundwater models using cross-validation methods. Очень любопытная статья, в которой в частности идет речь об очень забавном феномене, который я сам неоднократно наблюдал на своем опыте (но никогда не пытался подвести под него теоретическую базу — да и куда мне, я больше практик): по мере увеличения сложности и «комплексности» модели, точность прогнозов, сделанных на её основе, сначала закономерно повышается, а потом начинает почему-то снижаться. Там приведен очень наглядный пример со степенными и линейными аппроксимациями в экселе.
The level of complexity that a groundwater model should have is an important and recurrent question for hydrogeologists. A few weeks ago an interesting discussion about this topic occurred on LinkedIn, with one of the main conclusions being that the optimal complexity should minimize predictive error/uncertainty by improving the fit to the existing observations, without overfitting them, as described in Figure 1. Understanding the meaning and implications of this figure is key for the modelling process. In that sense, I decided to implement two sets of models to illustrate how different degrees of complexity affect predictive error. We will also see how to estimate the optimal level of complexity in groundwater models utilizing cross-validation techniques commonly used by data scientists.
ModelMuse Videos. Видеоуроки по работе с ModelMuse (бесплатный пост-препроцессор для MODFLOW, если кто не знал). Программа очень мощная, но learning curve у нее просто запредельная.


Дайджест ссылок

The Simple Online Groundwater Model. Простая Онлайновая Геофильтрационная Модель. В общем-то и добавить нечего. Для простых прикидочных расчетов очень даже удобно.
The Simple Online Groundwater Model (SOGWaM) is built for budding hydrogeology enthusiasts. It allows you to simulate and visualize groundwater flow, and to understand how system changes affect the flow field by developing and testing hypotheses.
Cadmapper. Онлайновый транслятор открытых данных OpenStreetMap, NASA и USGS в формат Autocad.
Architects and urban planners use Cadmapper to save hours of routine drawing. It transforms data from public sources such as OpenStreetMap, NASA, and USGS into neatly organized CAD files.
FloPyArcade. На базе MODFLOW уже игры пишут. Дожили до светлого дня.
FloPyArcade is a MODFLOW-powered groundwater arcade-type game. It builds on functionality of the library FloPy, which is a wrapper adding pre- and postprocessing options around MODFLOW as well as its related software.
Groundwater Learning Free of Charge. Очень полезное начинание от канадских коллег. Фактически, это онлайн-библиотека с бесплатными книгами и учебными пособиями по гидрогеологии. Насколько я знаю, к проекту уже присоединились русскоязычные авторы и переводчики. Искренне желаю им всяческих успехов.
The Groundwater Project, a non-profit organization, registered in Canada, is committed to contribute to advancement in education by creating and making available online free high-quality groundwater educational material for all. The Groundwater Project is led by Dr. John Cherry, recipient of the 2020 Stockholm Water Prize, and managed by a 11-member international Steering Committee and a larger and globally diverse Advisory Committee.
HatariChem. Онлайн утилита для рисования диаграмм химического состава воды.
We present our own webapp for the representation of the Piper Diagram, Stiff Diagram and Scholler Diagram. The webapp was developed in Python Django and it is entirely free for everyone. The main objective behind this webapp was to develop a user friendly and minimum requirement tool to create these water quality / hidrogeochemical diagrams.
Graphical Construction of Groundwater Flow Nets. Когда я учился в МГУ, нас тоже учили рисовать сетку потока подземных вод. Не думал, что этой теме можно аж целую книгу посвятить.
A groundwater flow net consists of two families of intersecting lines: equipotential lines, which connect locations of equal hydraulic head, and flow lines, which show paths of groundwater flow. Together, these two sets of lines provide a visual, two-dimensional representation of the groundwater conditions under steady state (that is, neither set of lines change with time).
Managing Interference Between Geothermal Installations. Расчет эффекта интерференции между геотермальными системами отопления/охлаждения.
There is an increasing interest in utilizing shallow ground and groundwater as a source for geothermal heating and cooling. Either open- or closed-loop systems can be used for heat exchange with the subsurface to supply heat pumps of buildings.
Environmental Modeling Solutions - Webinars. Серия вебинаров по актуальным гидрогеологическим темам.
How agriculture software for nutrient optimization can help to protect groundwater
According to a new report by the European Environment Agency (EEA), only 40% of the continent’s water bodies are compliant with the agency’s environmental standards set by the European directive on water, which was adopted in 2000. The directive offers a framework for the evaluation, management and improvement of water resources throughout Europe.