Journal of Water and Climate Change, 2023 A study was carried out to develop and evaluate the performance of different machine learning (ML) models for predicting reference evapotranspiration (ET0). The models included multiple linear regression (MLR), least square-support vector machine (LS-SVM)
Darshana Duhan +5 more
doaj +1 more source
An algorithm for retrieving aerosol optical depth from Landsat 8 Operational Land Imager in Vietnam
Geocarto International, 2023 High-resolution aerosol products offer advantages over lower spatial-resolution products for monitoring pollution in urban areas and industrial zones. Therefore, in this study we develop a Landsat 8 algorithm to retrieve aerosol optical depth (AOD) based
Vinh Tran Tuan +3 more
doaj +1 more source
WHEAT YIELD PREDICTION BASED ON MODIS NDVI TIME SERIES DATA IN THE WIDER REGION OF A CEREAL PROCESSING PLANT [PDF]
Natural Resources and Sustainable Development, 2019 The environmental impacts of climate change have been identified as a central issue in of the agriculture because the emergence of drought risk is a growing barrier to crop production and resulting in a decline in the quality and yield of cereals in ...
Szabó Andrea +3 more
doaj +1 more source
Evaluation of MODIS LAI/FPAR product Collection 6. Part 2: Validation and intercomparison [PDF]
, 2016 The aim of this paper is to assess the latest version of the MODIS LAI/FPAR product (MOD15A2H), namely Collection 6 (C6). We comprehensively evaluate this product through three approaches: validation with field measurements, intercomparison with other ...
Chen, Chi +8 more
core +5 more sources
Synthesis of satellite (MODIS), aircraft (ICARTT), and surface (IMPROVE, EPA-AQS, AERONET) aerosol observations over eastern North America to improve MODIS aerosol retrievals and constrain surface aerosol concentrations and sources [PDF]
, 2010 We use an ensemble of satellite (MODIS), aircraft, and ground-based aerosol observations during the ICARTT field campaign over eastern North America in summer 2004 to (1) examine the consistency between different aerosol measurements, (2) evaluate a new ...
Anderson, Bruce E +9 more
core +3 more sources
Prototyping of LAI and FPAR retrievals from MODIS multi-angle implementation of atmospheric correction (MAIAC) data [PDF]
, 2017 Leaf area index (LAI) and fraction of photosynthetically active radiation (FPAR) absorbed by vegetation are key variables in many global models of climate, hydrology, biogeochemistry, and ecology.
Chen, Chi +7 more
core +2 more sources
MODIS: Moderate Resolution Imaging Spectrometer [PDF]
, 2002 This brochure describes the Moderate Resolution Imaging Spectrometer (MODIS) instrument on NASA's Terra satellite. The first NASA Earth Observing System (EOS) satellite, Terra, was launched on December 18, 1999, carrying five remote sensors.
core +1 more source
Variations of LST frequency Distribution as an Indicator of Environmental Changes, Case Study Zayabderood and Urmia basins [PDF]
مخاطرات محیط طبیعی, 2019 Anthropogenic environmental changes can have serious consequences. Environmental changes affect the frequency distribution of the land surface temperature (LST) due to changes in the thermal properties of the land surface.
S.Abolfazl Masoodian
doaj +1 more source
Assessment of MISR and MODIS cloud top heights through inter-comparison with a back-scattering lidar at SIRTA [PDF]
, 2004 One year of back-scattering lidar cloud boundaries and optical depth were analysed for coincident inter-comparison with the latest processed versions of the NASA-TERRA MISR stereo and MODIS CO2-slicing operational cloud top heights. Optically thin clouds
Delaval, A. +4 more
core +1 more source
Investigating the performance of BADI Index: An improved approach to detect dust storms using MODIS imagery in West of Middle East [PDF]
مخاطرات محیط طبیعی, 2019 Dust event is one of the atmospheric events of world arid and semi-arid regions that had a notable increase in a recent year and negative effects in different parts.
Seyed Abdolhossein Arami +4 more
doaj +1 more source