Historical climatic data clearly reveal that climate warming is an inevitable and natural process, not only due to human economic activities but also due to natural processes including the interactions among solar system, tectonic events, oceans and atmospheric constituents. In the absence of greenhouse gases including H2O and CO2, the planet would not have been habitable for many biological species including human beings. As an integral part of the natural creation, anthropogenic activities along with the solar and tectonic events would continue to cause gradual increase in climate warming and the biological species would continue to adapt to a continually changing climatic conditions. However, sudden increase in the planet's average temperature along with the extreme weather behaviors in the recent past is a point of concern which needs to be scientifically addressed. Many scientists including International Panel for Climate Change (IPCC) and global climatologists are continuing their scientific investigations to arrive at a workable solution. This article is humbly attempting to identify the possible causes of accelerated climate warming in the recent decades and offer a conceptual solution as an immediate remedy. It is well documented fact that the Solid Particulate Matters (SPM) in the troposphere have been gradually reducing in the last four decades and humidity levels have been significantly increasing during the same period. SPM of the right composition and size acts as cloud condensation nuclei (CCN) and adequate quantities of SPM are essential to facilitate a proper precipitation and formation of rain drops of adequate size ensuring the natural Hydrologic cycle which facilitates dissipation of atmospheric heat to the space. Presence of fine hydrophobic aerosol particulates from biomass and forest fire generate CNN of smaller cloud droplets necessitating super-saturation of water vapor and increasing the size and residence time of clouds in the troposphere which enhances greenhouse effect with positive feedback impeding the ambient heat dissipation process (malfunctioning of natural Hydrological cycle). The planet is therefore, experiencing extreme weather, unsteady precipitation, mal-distribution of water recirculation, cloud bursts, flood, draught, heat wave and snow-downpour. It is my Hypothesis that the deficit of the right SPM (hygroscopic natural salts and sulphates) and excess concentration aerosol (hydrophobic fine generated from bio-mass and forest fire), in the troposphere, for the past five decades, are the double jeopardy causes of accelerated climate warming and not due to gradual increase of CO2 concentration. The immediate scientific solution lies in restoring hygroscopic (hydrophilic) SPM level in the troposphere to pre-1975 level through experimentally controlled effective and efficient injection of non-toxic fine particles of natural salts and sulphates without causing air pollution and without disturbing the solar system.