Optimizing Hybrid Wind–Solar Systems in Barren Land Under Constraints Imposed by Atmospheric Aerosols

Abstract By using a solar photovoltaic (PV) performance model and applying it to global data from 2000 to 2022, we demonstrated that although the net impact of aerosols on power generation was negative, this loss was almost entirely driven by soiling of panel surfaces and could be mitigated by developing an appropriate cleaning regime. In contrast, aerosol scattering of light under certain atmospheric conditions can locally increase power generation and stabilize output. These insights highlight the necessity of systematic, regionally tailored panel‐cleaning protocols—particularly for tracking systems, which are most susceptible to aerosol deposition. Moreover, across regions with sufficient wind resources, optimally configured wind–solar systems partially compensated for aerosol‐related reductions in solar performance, reducing system instability by more than 51% and increasing capacity factor by 97%. Finally, we found that deploying hybrid systems in barren land is ecologically viable if they are paired with adaptive cleaning regimens: in regions with high aerosol loads, timely panel cleaning can yield better cost–benefit returns than investments in advanced tracking technology. Together, these findings clarify both the promises and pitfalls of hybrid sources of renewable energy in areas threatened by aerosol deposition, and provide a clear roadmap for maximizing their sustainable deployment.

Authors

Institutions

Publication Details

Journal
Earth s Future
Published
2026-10-01
DOI
https://doi.org/10.1029/2025ef007325
Primary Topic
Photovoltaic Systems and Sustainability
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Optimizing Hybrid Wind–Solar Systems in Barren Land Under Constraints Imposed by Atmospheric Aerosols

Xuesong Wang, Chunlai Zhang, JiRui GONG, Zhishan Xia
Earth s Future
Photovoltaic Systems and Sustainability
article

Optimizing Hybrid Wind–Solar Systems in Barren Land Under Constraints Imposed by Atmospheric Aerosols

Xuesong Wang, Chunlai Zhang, JiRui GONG, Zhishan Xia
article en

Abstract

Abstract By using a solar photovoltaic (PV) performance model and applying it to global data from 2000 to 2022, we demonstrated that although the net impact of aerosols on power generation was negative, this loss was almost entirely driven by soiling of panel surfaces and could be mitigated by developing an appropriate cleaning regime. In contrast, aerosol scattering of light under certain atmospheric conditions can locally increase power generation and stabilize output. These insights highlight the necessity of systematic, regionally tailored panel‐cleaning protocols—particularly for tracking systems, which are most susceptible to aerosol deposition. Moreover, across regions with sufficient wind resources, optimally configured wind–solar systems partially compensated for aerosol‐related reductions in solar performance, reducing system instability by more than 51% and increasing capacity factor by 97%. Finally, we found that deploying hybrid systems in barren land is ecologically viable if they are paired with adaptive cleaning regimens: in regions with high aerosol loads, timely panel cleaning can yield better cost–benefit returns than investments in advanced tracking technology. Together, these findings clarify both the promises and pitfalls of hybrid sources of renewable energy in areas threatened by aerosol deposition, and provide a clear roadmap for maximizing their sustainable deployment.

Earth s FutureVol. 14(10)
Beijing Normal University (CN)
Openalex Percentile: Top 19%
Photovoltaic Systems and Sustainability
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Optimizing Hybrid Wind–Solar Systems in Barren Land Under Constraints Imposed by Atmospheric Aerosols — Xuesong Wang, Chunlai Zhang, et al. · Earth s Future (2026) | TGRS Research Map | TGRS