Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives

Y Himeur, B Rimal, A Tiwary, A Amira - Information Fusion, 2022 - Elsevier
Analyzing satellite images and remote sensing (RS) data using artificial intelligence (AI)
tools and data fusion strategies has recently opened new perspectives for environmental …

Putting trapped populations into place: climate change and inter-district migration flows in Zambia

RJ Nawrotzki, J DeWaard - Regional environmental change, 2018 - Springer
Research shows that the association between adverse climate conditions and human
migration is heterogeneous. One reason for this heterogeneity is the differential vulnerability …

GeoQuery: Integrating HPC systems and public web-based geospatial data tools

S Goodman, A BenYishay, Z Lv, D Runfola - Computers & geosciences, 2019 - Elsevier
Interdisciplinary use of geospatial data requires the integration of data from a breadth of
sources, and frequently involves the harmonization of different methods of sampling …

Climate change as a migration driver from rural and urban Mexico

RJ Nawrotzki, LM Hunter, DM Runfola… - Environmental …, 2015 - iopscience.iop.org
Studies investigating migration as a response to climate variability have largely focused on
rural locations to the exclusion of urban areas. This lack of urban focus is unfortunate given …

International climate migration: Evidence for the climate inhibitor mechanism and the agricultural pathway

RJ Nawrotzki, M Bakhtsiyarava - Population, space and place, 2017 - Wiley Online Library
Research often assumes that, in rural areas of develo** countries, adverse climatic
conditions increase (climate driver mechanism) rather than reduce (climate inhibitor …

Performance of different machine learning algorithms on satellite image classification in rural and urban setup

A Rahman, HM Abdullah, MT Tanzir… - Remote Sensing …, 2020 - Elsevier
In many countries, the increasing population drives the spatiotemporal land use and land
cover change (LULCC) at a higher rate, causing heterogeneous landscape. Hence, the …

Climate shocks and rural-urban migration in Mexico: exploring nonlinearities and thresholds

RJ Nawrotzki, J DeWaard, M Bakhtsiyarava, JT Ha - Climatic change, 2017 - Springer
Adverse climatic conditions may differentially drive human migration patterns between rural
and urban areas, with implications for changes in population composition and density …

Climate shocks and the timing of migration from Mexico

RJ Nawrotzki, J DeWaard - Population and environment, 2016 - Springer
Although evidence is increasing that climate shocks influence human migration, it is unclear
exactly when people migrate after a climate shock. A climate shock might be followed by an …

Amplification or suppression: Social networks and the climate change—migration association in rural Mexico

RJ Nawrotzki, F Riosmena, LM Hunter… - Global Environmental …, 2015 - Elsevier
Increasing rates of climate migration may be of economic and national concern to sending
and destination countries. It has been argued that social networks—the ties connecting an …

A novel analysis of COVID 19 risk in India incorporating climatic and socioeconomic Factors

S Jha, MK Goyal, B Gupta, AK Gupta - Technological forecasting and social …, 2021 - Elsevier
This study investigates the influence of climate variables (pressure, relative humidity,
temperature and wind speed) in inducing risk due to COVID 19 at rural, urban and total …