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Relevant bibliographies by topics / Microclimate

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Academic literature on the topic 'Microclimate'

Author: Grafiati

Published: 4 June 2021

Last updated: 25 July 2025

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Journal articles on the topic "Microclimate"

1

Kim, Heechul, and Sungjo Hong. "Differences in the Influence of Microclimate on Pedestrian Volume According to Land-Use." Land 10, no. 1 (2021): 37. http://dx.doi.org/10.3390/land10010037.

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Identifying how the urban environment affects pedestrian volume is a traditional urban planning topic. Recently, because of climate change and air pollution, interest in the effects of urban microclimates has been increasing. However, it is unclear whether the effects of microclimate on pedestrian volume can vary depending on the urban environment. This study determines whether microclimate’s influence on pedestrian volume differs according to land-use in the urban environment in Seoul, Korea. We constructed eight models with microclimate factors (temperature, precipitation, and PM10) as indep

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Manapragada, Naga Venkata Sai Kumar, and Jonathan Natanian. "Urban Microclimate and Energy Modeling: A Review of Integration Approaches." Sustainability 17, no. 7 (2025): 3025. https://doi.org/10.3390/su17073025.

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Current building energy modeling (BEM) tools lack the capability to inherently simulate the impacts of urban microclimates on building energy performance. While efforts have been made to integrate BEM with Urban Microclimate Modeling (UMM) tools, their ability to capture spatial and seasonal microclimate variations remains limited. This review critically evaluates existing urban microclimate-integrated BEM approaches and their effectiveness in modeling the complex interactions between urban form, microclimate, and building energy performance. Through an analysis of 94 research articles, the re

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Han, Mo, Bing Han, Siyi Liu, and Ziwen Sun. "Impact of Microclimate on People’s Experiences and Behaviours in the Cultural Consumption Space: A Case Study of Panjiayuan Antique Market in Beijing, China." Buildings 13, no. 5 (2023): 1158. http://dx.doi.org/10.3390/buildings13051158.

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Antique and cultural consumption spaces make a great contribution to urban vitality where numerous people walk, stay, and trade. However, how these people’s experiences and behaviours are affected by the microclimate of such spaces has not been studied till now. To address this gap, and using the concept of Post-occupancy Evaluation (POE) as a basis, our study investigated microclimate factors, subjective experiences, and spatiotemporal behaviour patterns in Panjiayuan Antique Market in Beijing, China. Using a mixed-methods approach comprising subjective questionnaires (n = 101), face-to-face

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Fonseca, André, José Cruz, Helder Fraga, et al. "Vineyard Microclimatic Zoning as a Tool to Promote Sustainable Viticulture under Climate Change." Sustainability 16, no. 8 (2024): 3477. http://dx.doi.org/10.3390/su16083477.

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Understanding microclimate spatial variability is crucial for sustainable and optimised grape production within vineyard plots. By employing a combination of a microclimate model (NicheMapR) and multiple climate data sources, this study aimed to achieve microclimatic analysis in two vineyard plots, Quinta do Bomfim (northern Portugal) and Herdade do Esporão (southern Portugal). This approach provides an innovative 10 m spatial resolution for climate variables. This study incorporated local station hourly data with quantile mapping bias correction on the ERA5-land data. The microclimate model o

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Han, Mo, Yani Fang, Li Yi, and Siyi Liu. "Impact of Microclimate on Perception and Physical Activities in Public Spaces of New Urban Areas in Beijing, China." Buildings 14, no. 4 (2024): 1095. http://dx.doi.org/10.3390/buildings14041095.

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The development of new urban areas in Beijing has alleviated overcrowding in old urban centers and has ample public spaces for recreational activities. However, these public spaces are not ideally designed and have not been as successful as expected. Few studies have investigated the ineffective use of these public spaces in terms of microclimatic and thermal comfort factors. Our study investigated microclimatic factors, the subjective assessment of thermal comfort, the intensity of human activities, and the spatial features of public spaces in conjunction with surrounding buildings in a mixed

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Toren, B. I., and T. Sharmin. "Comparison of building energy performance in three urban sites using field measurements and modelling in Kayseri, Turkiye." Journal of Physics: Conference Series 2600, no. 3 (2023): 032007. http://dx.doi.org/10.1088/1742-6596/2600/3/032007.

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Abstract Despite the fact that the interrelationships between urban microclimates and energy demand have been recognised, there are not many processes that combine microclimatic boundary conditions to estimate energy consumption in parametric morphological investigations. Therefore, this paper will demonstrate a simple step-by-step methodology to incorporate the effect of urban microclimate on building cooling energy demand in semi-arid climatic areas. In this study, the combination of ENVI-met, Urban Weather Generator (UWG) and Rhino grasshopper are used to investigate the connection between

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Liu, Jiahao, Tomoyuki Tanaka, and Lei Tan. "Research on the Evaluation Methods of Microclimatic Impacts of Traditional Residential Architectural Layouts in Shenyang." International Journal of Natural Resources and Environmental Studies 2, no. 3 (2024): 72–79. http://dx.doi.org/10.62051/ijnres.v2n3.10.

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Urban environments are complex ecosystems where buildings, spaces, and human activities intertwine to influence the local climate, giving rise to what is known as the urban microclimate. This microclimate encompasses variations in temperature, humidity, wind patterns, and precipitation that occur in urban areas compared to their rural counterparts. These variations are not trivial; they significantly affect energy consumption, human comfort, and health, making the study of urban microclimates an essential aspect of sustainable urban planning [81]. The interplay between residential architecture

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Gómez-Vadillo, Mónica, Mario Mingarro, Guim Ursul, and Robert J. Wilson. "Assessing Climate Change Exposure for the Adaptation of Conservation Management: The Importance of Scale in Mountain Landscapes." Land 11, no. 11 (2022): 2052. http://dx.doi.org/10.3390/land11112052.

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Vulnerability of mountain ecosystems to climate change depends on the capacity of topographic variation to provide heterogeneous microclimates and rates of climatic change. Accurate methods are therefore needed to assess climate at spatial resolutions relevant to ecological responses and environmental management. Here, we evaluate a mechanistic microclimate model (30 m resolution; Microclima) and mesoclimate data (1 km; CHELSA) against in situ temperatures, finding that both capture (whilst somewhat underestimating) variation well in observed ground-level maxima along a mountain ridge in 2011-

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Rykken, Jessica J., Samuel S. Chan, and Andrew R. Moldenke. "Headwater Riparian Microclimate Patterns under Alternative Forest Management Treatments." Forest Science 53, no. 2 (2007): 270–80. http://dx.doi.org/10.1093/forestscience/53.2.270.

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Abstract Management of headwater streams and their riparian zones has included the implementation of forested riparian buffers, which are intended to protect ecological processes (such as microclimate) and biota, but the appropriate widths for these buffers have been widely debated. We measured the magnitude and extent of microclimatic gradients associated with headwater streams in mature unmanaged forests, and determined whether these patterns were maintained in clearcut harvested units with and without a 30 m-wide riparian buffer on each side of the stream. We measured air temperature, soil

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Guan, Biing T., Shih-Hao Weng, Shing-Rong Kuo, Tsung-Yi Chang, Hsin-Wu Hsu, and Chieh-Wen Shen. "Analyzing the effects of stand thinning on microclimates with semiparametric smoothing splines." Canadian Journal of Forest Research 36, no. 7 (2006): 1641–48. http://dx.doi.org/10.1139/x06-057.

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Monitoring the effects of stand thinning on microclimates is an integral part of any thinning experiment. It is through its modifications of microclimates that thinning alters important ecological processes. An efficient analysis of microclimate-monitoring data should address both the effects of thinning regimes on, and the temporal response trends of, microclimates. Probably because of the difficulties in modeling temporal trends parametrically, an examination of the existing literature on thinning showed that only a few studies have attempted to address the second aspect. We propose the use

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Dissertations / Theses on the topic "Microclimate"

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Chesterman, David Allan. "Microclimate of aspen forests." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp05/mq22585.pdf.

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Norberg, Peter. "Microclimate measurements in the built environment." Doctoral thesis, KTH, Built Environment, 1998. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-2717.

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<p>Surface moisture plays an important role in thedeterioration of building surfaces. The extent and duration ofsurface moisture is generally impossible to predictfrommeteorological data and consequently direct measurement ofthis quantity is essential,e.g. using the WETCORR method. Thismethod has been developed in Scandinaviaduring the past 25years. From the beginning it was intended for measurementsofinstantaneous atmospheric corrosion rates and TOW (time ofwetness) using corrodingelectrolytic cells. Over the past 15years the method has been extended tomeasurements of surfacemoisture and TOW

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Jansson, Christer. "Urban microclimate and surface hydrometeorological processes." Doctoral thesis, KTH, Mark- och vattenteknik, 2006. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-3879.

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The urban near surface atmosphere is of great concern since it affects the climate to which an increasing amount of people are immediately exposed. This study investigated the microclimate in central Stockholm in terms of the thermal conditions in the 0-2.5 m air layer and the water and heat exchange processes at different types of surfaces found within the urban environment. The main objective was to improve our understanding of the urban small-scale climate system. The urban microclimate was measured in terms of vertical air temperature profiles along a horizontal transect running through a

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Petrov, Ryan. "The microclimate of Australian cattle feedlots." University of Southern Queensland, Faculty of Engineering and Surveying, 2007. http://eprints.usq.edu.au/archive/00003191/.

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[Abstract]: The incidence of cattle heat stress is a significant production and welfare issue for the feedlot industry. It is hypothesised that the presence and physical nature of feedlots causes significant microclimatic variations compared to the external environment.In order to test this hypothesis, data was collected using a series of automatic weather stations located in the external environment surrounding two Australian feedlots. Comparison of this data with regional Bureau of Meteorology sites was undertaken to verify the quality of these ‘control’ sites. To determine the climate withi

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Hawkins, Edward. "Aphid movement and microclimate in winter." Thesis, University of Nottingham, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.339655.

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Pritchard, K. M. "Shelter, microclimate and heat loss from sheep." Thesis, University of Nottingham, 1992. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.303960.

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Guiselini, Cristiane. "Microclima e produção de gérbera em ambientes protegidos com diferentes tipos de cobertura." Universidade de São Paulo, 2003. http://www.teses.usp.br/teses/disponiveis/11/11131/tde-20022003-163059/.

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O objetivo deste trabalho foi avaliar a influência de ambientes cobertos com filme de polietileno branco leitoso e diferentes malhas de sombreamento (Termo-refletora 50% e Preta 50%) nas seguintes variáveis ambientais: irradiância solar global, irradiância fotossinteticamente ativa, temperatura e umidade relativa do ar e evapotranspiração, e de seus respectivos microclimas no crescimento, no desenvolvimento e na qualidade da Gerbera jamesonii (Gérbera). O experimento foi realizado entre o outono e o inverno de 2002, junto à área experimental do Departamento de Ciências Exatas, da E.S.A. "Lu

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Branco, Kauberg Gomes Castelo. "Microclimas e áreas verdes na cidade de Fortaleza - CE." reponame:Repositório Institucional da UFC, 2014. http://www.repositorio.ufc.br/handle/riufc/20229.

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BRANCO, Kauberg Gomes Castelo. Microclimas e áreas verdes na cidade de Fortaleza - CE. 2014. 212 f. Dissertação (Mestrado em geografia)- Universidade Federal do Ceará, Fortaleza-CE, 2014.<br>Submitted by Elineudson Ribeiro (elineudsonr@gmail.com) on 2016-10-14T12:25:25Z No. of bitstreams: 1 2014_dis_kgcbranco.pdf: 13706329 bytes, checksum: 8d9c275d19008e80eb37bb7a1aafd22f (MD5)<br>Approved for entry into archive by Jairo Viana (jairo@ufc.br) on 2016-10-18T18:53:17Z (GMT) No. of bitstreams: 1 2014_dis_kgcbranco.pdf: 13706329 bytes, checksum: 8d9c275d19008e80eb37bb7a1aafd22f (MD5)<br>Made availa

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Aubach, Rene. "Design of a microclimate for improving thermal quality." Thesis, KTH, Energiteknik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-129211.

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Anbar, Serry Omar. "The microclimate of Mina Valley during Haj period." Thesis, University of East Anglia, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.251496.

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Books on the topic "Microclimate"

1

Spittlehouse, David Leslie. Seedling microclimate. BC Ministry of Forests, 1989.

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Stoutjesdijk, Ph. Microclimate, vegetation and fauna. Opulus, 1992.

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1931-, Johnstone Donald R., ed. Microclimate and spray dispersion. E. Horwood, 1992.

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Yang, Feng, and Liang Chen. High-Rise Urban Form and Microclimate. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-1714-3.

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D, Hungerford Roger, and Intermountain Research Station (Ogden, Utah), eds. MTCLIM: A mountain microclimate simulation model. U.S. Dept. of Agriculture, Forest Service, Intermountain Research Station, 1989.

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Hungerford, Roger D. MTCLIM: A mountain microclimate simulation model. U.S. Dept. of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station, 1989.

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Pretelli, Marco, and Kristian Fabbri, eds. Historic Indoor Microclimate of the Heritage Buildings. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-60343-8.

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David, Pearlmutter, and Williamson, T. J. (Terry J.), eds. Urban microclimate: Designing the spaces between buildings. Earthscan, 2011.

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9

Palme, Massimo, and Agnese Salvati, eds. Urban Microclimate Modelling for Comfort and Energy Studies. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-65421-4.

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Spittlehouse, David Leslie. Forest, edge, and opening microclimate at Sicamous Creek. British Columbia, Ministry of Forests, Forest Science Program, 2004.

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Book chapters on the topic "Microclimate"

1

Jones, M. B. "Plant microclimate." In Photosynthesis and Production in a Changing Environment. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-010-9626-3_4.

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Jones, M. B. "Plant microclimate." In Photosynthesis and Production in a Changing Environment. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-011-1566-7_4.

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Fabbri, Kristian. "Indoor Microclimate." In Historic Indoor Microclimate of the Heritage Buildings. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-60343-8_2.

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Littmann, T. "Topoclimate and Microclimate." In Ecological Studies. Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-75498-5_12.

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Fajkus, Matt, and Dason Whitsett. "The Solar Microclimate." In Architectural Science and the Sun. Routledge, 2018. http://dx.doi.org/10.4324/9781315708041-7.

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Allison, Ian, and John Bennett. "Climate and Microclimate." In The Equatorial Glaciers of New Guinea. Routledge, 2022. http://dx.doi.org/10.1201/9780203736777-5.

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Pretelli, Marco, and Kristian Fabbri. "Historic Indoor Microclimate." In Historic Indoor Microclimate of the Heritage Buildings. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-60343-8_3.

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Zeng, Xianjun, Xiaolei Qiu, Jinmin Chen, Yuxin Qiu, Ting Wang, and Wenyue Yang. "Construction of Block Microclimate Analysis Model and Strategy of Climate Adaptive City Construction Based on Grasshopper." In Lecture Notes in Civil Engineering. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-97-8401-1_34.

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AbstractIn the past, urban climate problems caused by rapid urbanization, mainly urban heat island effect, affected people's daily life; under the background of new urbanization, people pay more attention to climate perception on human scale, and explore green and comfortable urban environment construction path and economic and effective urban cooling strategy. At present, the study of urban planning pays attention to macroscopic land use layout or microscopic landscape design but lacks the discussion on the influence of architectural layout on microclimate construction. Based on Grasshopper s

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Gholami, Mansoureh, Daniele Torreggiani, Alberto Barbaresi, and Patrizia Tassinari. "Smart Green Planning for Urban Environments: The City Digital Twin of Imola." In Smart Cities. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-35664-3_10.

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AbstractUrban green spaces are significant in adjusting the urban microclimate. Street trees are the most influential type of urban vegetation in reducing heat stress. However, simulating trees’ 3D models, wind flow, surface temperature, and radiation parameters in complex urban settings and producing high-resolution microclimate maps is often time-consuming and requires extensive computing processes. Therefore, efficient approaches are needed to visualize green scenarios for the future development of the cities. Smart green planning of Imola aims at developing a microclimate digital twin for

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Richter, Michael. "Microclimate in the Tropics." In Tropical Forestry Handbook. Springer Berlin Heidelberg, 2016. http://dx.doi.org/10.1007/978-3-642-54601-3_41.

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Conference papers on the topic "Microclimate"

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Holcomb, G. R., B. S. Covino, S. J. Bullard, and S. D. Cramer. "Microclimate Corrosion Effects in Coastal Environments." In CORROSION 1996. NACE International, 1996. https://doi.org/10.5006/c1996-96501.

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Abstract The Albany Research Center is conducting atmospheric corrosion research in coastal environments to improve the performance of materials in the Nation’s infrastructure. The corrosion of bare metals, and of painted, thermal-sprayed, and galvanized steels are presented for one-year exposures at sites located on bridges and utility poles along the Oregon coast. The effects of microclimates (for example distance from the ocean, high wind zones, and salt-fog prone regions) are examined in conjunction with sample orientation and sheltered/unsheltered comparisons. An atmospheric corrosion mod

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Grant, David, and Adnan Al-Anbuky. "Wireless Microclimate Sensor." In 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information. IEEE, 2007. http://dx.doi.org/10.1109/issnip.2007.4496922.

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Sereda, Sergey Nikolaevich. "GREENHOUSE MICROCLIMATE MODELING." In Themed collection of papers from Foreign International Scientific Conference «Modern research on the way to a new scientific revolution». Part 2. by HNRI «National development» in cooperation with AFP (Puerto Cabezas, Nicaragua). November 2023. – Varadero (Cuba). Crossref, 2024. http://dx.doi.org/10.37539/231128.2023.81.96.037.

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The paper presents data on observations of greenhouse microclimate parameters using the ZONT measuring complex. An assessment of the dynamics of changes in microclimate parameters is given. The effect of aeration of air in a greenhouse in the ventilation mode is shown. An empirical mathematical model of the greenhouse microclimate is proposed. The results of modeling the microclimate parameters in the MathCAD program are presented.

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"Simulation of Urban Microclimate with SOLENE-microclimat - An Outdoor Comfort Case Study." In 2018 Symposium on Simulation for Architecture and Urban Design. Society for Modeling and Simulation International (SCS), 2018. http://dx.doi.org/10.22360/simaud.2018.simaud.026.

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Mukazhanov, Yerkat. "MICROCLIMATE CONTROL IN GREENHOUSES." In 17th International Multidisciplinary Scientific GeoConference SGEM2017. Stef92 Technology, 2017. http://dx.doi.org/10.5593/sgem2017/62/s27.089.

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Petrova, I., V. Zaripova, T. Zolina, Yu Lezhnina, and A. Karpenko. "Intelligent Indoor Microclimate Control." In 2020 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon). IEEE, 2020. http://dx.doi.org/10.1109/fareastcon50210.2020.9271315.

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Holopírková, Lucie. "Indoor Microclimate of Buildings." In PhD Research Sympozium 2018. Fakulta architektury VUT v Brne, 2018. http://dx.doi.org/10.13164/phd.fa2018.13.

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Gapski, Natasha Hansen, and Deivis Luis Marinoski. "Urban microclimate at height." In XVII ENCONTRO NACIONAL DE CONFORTO NO AMBIENTE CONSTRUÍDO. ANTAC, 2023. http://dx.doi.org/10.46421/encac.v17i1.3772.

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Cities' morphologies determine the urban microclimate. The thermal conditions may differ according to the distance from the ground. For instance, air velocity and solar incidence tend to be higher as the height increases due to the decrease of obstacles to wind and radiation. This work discusses the gradient of vertical air temperatures in a high-rise building area. In winter and spring, measurements in the field at two heights on the same building occurred in the coastal Brazilian city of Balneário Camboriú. The air temperature was generally higher during the daytime at the highest point than

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Zeng, Qian Ying, Donovan Ramsey, and Chen-Hsiang Yu. "Enhanced Mobile Microclimate System." In 2021 IEEE MIT Undergraduate Research Technology Conference ((URTC)). IEEE, 2021. http://dx.doi.org/10.1109/urtc54388.2021.9701625.

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Conciatori, David, Emmanuel Denarié, Hamid Sadouki, and Eugen Brühwiler. "Chloride Penetration Model Considering Microclimate." In Third IABMAS Workshop on Life-Cycle Cost Analysis and Design of Civil Infrastructures Systems. American Society of Civil Engineers, 2003. http://dx.doi.org/10.1061/40707(240)8.

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Reports on the topic "Microclimate"

1

Hungerford, Roger D., Ramakrishna R. Nemani, Steven W. Running, and Joseph C. Coughlan. MTCLIM: a mountain microclimate simulation model. U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station, 1989. http://dx.doi.org/10.2737/int-rp-414.

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Reason, William B. Chest Mounted Armored Microclimate Conditioned Air Device. Defense Technical Information Center, 1999. http://dx.doi.org/10.21236/ada368565.

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Tunick, Arnold. Critical Assessment of Selected Urban Microclimate Model Frameworks. Defense Technical Information Center, 2005. http://dx.doi.org/10.21236/ada435329.

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Herman, R., and S. O’Brien. Microclimate Influence on Bird Arrival Behavior Field Campaign Report. Office of Scientific and Technical Information (OSTI), 2016. http://dx.doi.org/10.2172/1248495.

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Burr, Ralph G., Daniel W. Trone, Robert S. Pozos, Elmer J. Labranch, and Christopher S. Parrish. Microclimate Cooling Effect on Perceived Exertion in Four Heat/Exercise Scenarios. Defense Technical Information Center, 1994. http://dx.doi.org/10.21236/ada285549.

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Fuchs, Marcel, Ishaiah Segal, Ehude Dayan, and K. Jordan. Improving Greenhouse Microclimate Control with the Help of Plant Temperature Measurements. United States Department of Agriculture, 1995. http://dx.doi.org/10.32747/1995.7604930.bard.

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A model of the energy balance of a transpiring crop in a greenhouse was developed in a format suitable for use in climate control algorithms aimed at dissipating excess heat during the warm periods. The model's parameters use external climatic variables as input. It incorporates radiation and convective transfer functions related to the operation of control devices like shading screens, vents, fans and enhanced evaporative cooling devices. The model identified the leaf boundary-layer resistance and the leaf stomatal and cuticular resistance as critical parameters regulating the temperature of

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Cadarette, Bruce S., Troy D. Chineverse, Brett R. Ely, et al. Physiological Responses to Exercise-Heat Stress With Prototype Pulsed Microclimate Cooling System. Defense Technical Information Center, 2008. http://dx.doi.org/10.21236/ada486404.

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Pandolf, Kent B. Tri-Service Perspectives on Microclimate Cooling of Protective Clothing in the Heat. Defense Technical Information Center, 1995. http://dx.doi.org/10.21236/ada294005.

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Fowler, W. B., and T. D. Anderson. Illustrating harvest effects on site microclimate in a high-elevation forest stand. U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, 1987. http://dx.doi.org/10.2737/pnw-rn-466.

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Tran, Martin, Samuel Kreinberg, Eric Specking, et al. Smart installation weather warning decision support. Engineer Research and Development Center (U.S.), 2025. https://doi.org/10.21079/11681/49734.

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Abstract:

Army installation commanders need timely weather information to make installation closure decisions before or during adverse weather events (e.g., hail, thunderstorms, snow, and floods). We worked with the military installation in Fort Carson, CO, and used their Weather Warning, Watch, and Advisory (WWA) criteria list to establish the foundation for our algorithm. We divided the Colorado Springs area into 2300 grids (2.5 square kilometers areas) and grouped the grids into ten microclimates, geographically and meteorologically unique regions, per pre-defined microclimate regions provided by the

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