Modeling urban evapotranspiration using remote sensing, flux footprints, and artificial intelligence

New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning

(2020) Lucas Borges Ferreira et al.   AGRICULTURAL WATER MANAGEMENT

Assessment of reference evapotranspiration across an arid urban environment having poor data monitoring system

(2020) Elham Shafieiyoun et al.   HYDROLOGICAL PROCESSES

Urban evapotranspiration of green spaces in arid regions through two established approaches: a review of key drivers, advancements, limitations, and potential opportunities

(2020) Rubab Saher et al.   Urban Water Journal

Three-Dimensional Observation of Atmospheric Processes in Cities

(2019) Dieter Scherer et al.   METEOROLOGISCHE ZEITSCHRIFT

Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis

(2019) Yeonuk Kim et al.   GLOBAL CHANGE BIOLOGY

Recommendations for gap-filling eddy covariance latent heat flux measurements using marginal distribution sampling

(2019) Lenka Foltýnová et al.   THEORETICAL AND APPLIED CLIMATOLOGY

The blue water footprint of urban green spaces: An example for Adelaide, Australia

(2019) Hamideh Nouri et al.   LANDSCAPE AND URBAN PLANNING

Green roofs and facades: A comprehensive review

(2018) Ahmet B. Besir et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Water requirements of urban landscape plants in an arid environment: The example of a botanic garden and a forest park

(2018) Paria Shojaei et al.   ECOLOGICAL ENGINEERING

Urban energy exchanges monitoring from space

(2018) Nektarios Chrysoulakis et al.   Scientific Reports

Heat waves in Berlin and Potsdam, Germany - Long-term trends and comparison of heat wave definitions from 1893 to 2017

(2018) Daniel Fenner et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

The Harmonized Landsat and Sentinel-2 surface reflectance data set

(2018) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

Implementation of a specific urban water management - Sponge City

(2018) Thu Thuy Nguyen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A method for estimating transpiration of irrigated urban trees in California

(2017) Elizaveta Litvak et al.   LANDSCAPE AND URBAN PLANNING

Evapotranspiration estimation considering anthropogenic heat based on remote sensing in urban area

(2017) ZhenTao Cong et al.   Science China-Earth Sciences

Utilising green and bluespace to mitigate urban heat island intensity

(2017) K.R. Gunawardena et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimation of hourly and daily evapotranspiration and soil moisture using downscaled LST over various urban surfaces

(2016) Yitong Jiang et al.   GIScience & Remote Sensing

Annual sums of carbon dioxide exchange over a heterogeneous urban landscape through machine learning based gap-filling

(2015) Olaf Menzer et al.   ATMOSPHERIC ENVIRONMENT

Seasonal surface urban energy balance and wintertime stability simulated using three land-surface models in the high-latitude city Helsinki

(2015) P. Karsisto et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Spatial source attribution of measured urban eddy covariance CO2 fluxes

(2014) B. Crawford et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Remote sensing techniques for predicting evapotranspiration from mixed vegetated surfaces

(2014) Hamideh Nouri et al.   Urban Water Journal

Identification of Micro-scale Anthropogenic CO2, heat and moisture sources – Processing eddy covariance fluxes for a dense urban environment

(2012) Simone Kotthaus et al.   ATMOSPHERIC ENVIRONMENT

A review of ET measurement techniques for estimating the water requirements of urban landscape vegetation

(2012) Hamideh Nouri et al.   Urban Water Journal

Revised eddy covariance flux calculation methodologies – effect on urban energy balance

(2012) Annika Nordbo et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY

Validation of modeled carbon-dioxide emissions from an urban neighborhood with direct eddy-covariance measurements

(2011) A. Christen et al.   ATMOSPHERIC ENVIRONMENT

Urban and rural mortality rates during heat waves in Berlin and Brandenburg, Germany

(2011) Katharina M.A. Gabriel et al.   ENVIRONMENTAL POLLUTION

The Surface Urban Energy and Water Balance Scheme (SUEWS): Evaluation in Los Angeles and Vancouver

(2011) L. Järvi et al.   JOURNAL OF HYDROLOGY

Carbon dioxide fluxes over an urban park area

(2010) Klaus Kordowski et al.   ATMOSPHERIC ENVIRONMENT

Transpiration of urban forests in the Los Angeles metropolitan area

(2010) Diane E. Pataki et al.   ECOLOGICAL APPLICATIONS

Satellite monitoring of summer heat waves in the Paris metropolitan area

(2010) Bénédicte Dousset et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Remote sensing based evapotranspiration and runoff modeling of agricultural, forest and urban flux sites in Denmark: From field to macro-scale

(2009) E. Boegh et al.   JOURNAL OF HYDROLOGY

Surface–atmosphere interactions over complex urban terrain in Helsinki, Finland

(2007) Timo Vesala et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY