Marine ecosystem comprised of microscopic life to top predators that provide resources and services which are key to the health and wellbeing of human society. Coastal areas are generally rich in marine ecosystems and biodiversity as well as centers of economic activities including fishing, shipping, mariculture, tourism, and recreation, etc…

Natural ecosystems have an important role in supporting, and nourishing all types of lives including ourselves. on the other hand, Excessive and cruel Human activities are causing catastrophic changes in land, rivers and oceans, the climate system, biogeochemical cycles, and the way ecosystem functions. Altering these balanced ecosystems can help…

Seawater property means its temperature, salinity, pressure, density, viscosity, conductivity, specific heat, freezing point, and surface tension, etc. so seawater can be characterized by its temperature, salinity, and pressure, those can be calculated by various methods, equations, and toolboxes.The GSW Oceanographic Toolbox of TEOS-­10 is one of the most famous…

Ocean acidification (OA) is an effect of climate change. OA can be defined as a long-term decrease in seawater pH, principally due to an anthropogenic increase in atmospheric carbon dioxide (CO2). The ocean absorbs approximately (~30%) of CO2 added to the atmosphere from human activities including fossil fuel burning, cement…

Dictionary in Julia is a collection of key-value pairs where each value in the dictionary can be accessed with its key. #let’s create an empty dictionary d1=Dict() print(d1) output: Dict{Any,Any} with 0 entries #The kind of dictionary is surrounded by curly braces: the keys are of type Any and also the values…

Sea level rise (SLR) is the average rise in the level of the world’s ocean or regional sea from specific reference points. There are two ways in which global warming is causing SLR. These are (1) thermal expansion and (2) melting of ice. This is a natural process but is…

Science generally evolves through methodical additions to previous theories and observations. I have seen so many improvements, developments, and inventions in the field of computer science like deep learning, machine learning, cloud computing, improved computational power supercomputer to quantum computing so many. …

Many people asked me how to make a dynamic map with python. I have chosen the corona dataset of Bangladesh for this purpose. I will try to do it in short. I am going to use four python libraries 1. Pandas is a fast, powerful, flexible, and easy to use…