Climate Finance: Mapping Air Pollution and Finance Market in Time Series

نویسندگان

چکیده

Climate finance is growing popular in addressing challenges of climate change because it controls the funding and resources to emission entities promotes green manufacturing. In this study, we determined that PM2.5, PM10, SO2, NO2, CO, O3 are target pollutant atmosphere use a deep neural network enhance regression analysis order investigate relationship between air pollution stock prices targeted manufacturer. We also conduct time series based on heavy industry manufacturing China, as country facing serious problems. Our study uses Convolutional-Long Short Term Memory 2 Dimension (ConvLSTM2D) extract features from financial market. The main contribution our paper discovering feature term impacts price market, particularly for companies highly impacted by local environment. offer higher accurate model than traditional prediction considering environmental factor. experimental results suggest there negative linear which demonstrates has effect It manufacturer’s improving their recycling encourages them invest manufacture—otherwise, drop will impact company process.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Development Aid and Climate Finance

This paper discusses the implications of climate change for official transfers from rich countries (the North) to poor countries (the South). The concern is no longer just about poverty alleviation (i.e. income in the South), but also about global emissions and resilience to climate risk. Another implication is that traditional development transfers to increase income are complemented by new fi...

متن کامل

Finance and Economics Discussion Series

This paper presents an internally consistent analysis of the economic determinants of the term structure of credit spreads across different credit rating classes and industry sectors. Our analysis proceeds in two steps. First, we extract three economic factors from 13 time series that capture three major dimensions of the economy: inflation pressure, real output growth, and financial market vol...

متن کامل

Finance and Economics Discussion Series

Several researchers have recently documented a large reduction in output volatility. In contrast, this paper examines whether output has become more predictable. Using forecasts from the Federal Reserve Greenbooks, I find the evidence is somewhat mixed. Output seems to have become more predictable at short horizons, but not necessarily at longer horizons. The reduction in unpredictability is mu...

متن کامل

A time series approach to estimate the association between health effects, climate factors and air pollution, Mashhad, Iran

Background and Objective: This study aimed to evaluate the correlation between climatic parameters and air pollution with cardiovascular disease and its associated death during 2014 in Mashhad by time series model. Materials and Methods: Patient data (including outpatient and hospitalization) and cardiovascular mortality were obtained from the emergency medical center and Ferdowsi organization...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Econometrics

سال: 2021

ISSN: ['2225-1146']

DOI: https://doi.org/10.3390/econometrics9040043