Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: A new …
Global advocacy to mitigate climate change impacts on pristine environments, wildlife,
ecology, and health has led scientists to design technologies that harness solar energy with …
ecology, and health has led scientists to design technologies that harness solar energy with …
Impacts of cave air ventilation and in-cave prior calcite precipitation on Golgotha Cave dripwater chemistry, southwest Australia
Speleothem trace element chemistry is an important component of multi-proxy records of
environmental change but a thorough understanding of hydrochemical processes is …
environmental change but a thorough understanding of hydrochemical processes is …
Reduced streamflow in water-stressed climates consistent with CO2 effects on vegetation
Global environmental change has implications for the spatial and temporal distribution of
water resources, but quantifying its effects remains a challenge. The impact of vegetation …
water resources, but quantifying its effects remains a challenge. The impact of vegetation …
Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition
Soil moisture (SM) is an essential component of the environmental and the agricultural
system. Continuous monitoring and forecasting of soil moisture is a desirable strategy to …
system. Continuous monitoring and forecasting of soil moisture is a desirable strategy to …
Likelihood of unprecedented drought and fire weather during Australia's 2019 megafires
Abstract Between June 2019 and March 2020, thousands of wildfires spread devastation
across Australia at the tragic cost of many lives, vast areas of burnt forest, and estimated …
across Australia at the tragic cost of many lives, vast areas of burnt forest, and estimated …
Explaining extreme events of 2013 from a climate perspective
SC Herring, MP Hoerling, TC Peterson… - Bulletin of the American …, 2014 - JSTOR
Attribution of extreme events is a challenging science and one that is currently undergoing
considerable evolution. In this paper, 20 different research groups explored the causes of 16 …
considerable evolution. In this paper, 20 different research groups explored the causes of 16 …
Earlier wine-grape ripening driven by climatic warming and drying and management practices
Trends in phenological phases associated with climate change are widely reported—yet
attribution remains rare. Attribution research in biological systems is critical in assisting …
attribution remains rare. Attribution research in biological systems is critical in assisting …
Spatial interpolation of daily rainfall data for local climate impact assessment over greater Sydney region
This paper presents spatial interpolation techniques to produce finer‐scale daily rainfall data
from regional climate modeling. Four common interpolation techniques (ANUDEM, Spline …
from regional climate modeling. Four common interpolation techniques (ANUDEM, Spline …
Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach
Soil moisture forecasts are vital for environmental monitoring, the health of ecological
systems, hydrology, agriculture and understanding the soil characteristics. In this study, we …
systems, hydrology, agriculture and understanding the soil characteristics. In this study, we …
Spatiotemporal dynamic of surface water bodies using Landsat time-series data from 1999 to 2011
MG Tulbure, M Broich - ISPRS Journal of Photogrammetry and Remote …, 2013 - Elsevier
Detailed information on the spatiotemporal dynamic in surface water bodies is important for
quantifying the effects of a drying climate, increased water abstraction and rapid …
quantifying the effects of a drying climate, increased water abstraction and rapid …