References

Ballinger, Ollie. 2022. “Radar Interference Tracker: A New Open Source Tool to Locate Active Military Radar Systems.” Bellingcat. https://www.bellingcat.com/resources/2022/02/11/radar-interference-tracker-a-new-open-source-tool-to-locate-active-military-radar-systems/.

Baraka Mwau, Jack Makau, and Alica Sverdlik. 2020. “(22) (PDF) Urban Transformation and the Politics of Shelter: Understanding Nairobi’s Housing Markets.” https://www.researchgate.net/publication/342479696_Urban_transformation_and_the_politics_of_shelter_Understanding_Nairobi%27s_housing_markets.

Barsi, Á., Zs Kugler, I. László, Gy Szabó, and H. M. Abdulmutalib. 2018. “ACCURACY DIMENSIONS IN REMOTE SENSING.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3 (April): 61–67. https://doi.org/10.5194/isprs-archives-XLII-3-61-2018.

Dan, Harel. 2020. “X Marks The Spot: Identifying MIM-104 Patriot Batteries From Sentinel-1 SAR Multi-temporal Imagery.” Medium.

Dang, Chaoya, Ying Liu, Hui Yue, JiaXin Qian, and Rong Zhu. 2021. “Autumn Crop Yield Prediction Using Data-Driven Approaches:- Support Vector Machines, Random Forest, and Deep Neural Network Methods.” Canadian Journal of Remote Sensing 47 (2): 162–81. https://doi.org/10.1080/07038992.2020.1833186.

Dong, Pinliang, and Qi Chen. 2017. LiDAR Remote Sensing and Applications. Boca Raton: CRC Press. https://doi.org/10.4324/9781351233354.

GeeksForGeeks. 2017. “ML | Underfitting and Overfitting.” GeeksforGeeks.

Ghasempour, Fatemeh, Aliihsan Sekertekin, and Senol Hakan Kutoglu. 2021. “Google Earth Engine Based Spatio-Temporal Analysis of Air Pollutants Before and During the First Wave COVID-19 Outbreak over Turkey via Remote Sensing.” Journal of Cleaner Production 319 (October): 128599. https://doi.org/10.1016/j.jclepro.2021.128599.

Gibson, Rebecca, Tim Danaher, Warwick Hehir, and Luke Collins. 2020. “A Remote Sensing Approach to Mapping Fire Severity in South-Eastern Australia Using Sentinel 2 and Random Forest.” Remote Sensing of Environment 240 (April): 111702. https://doi.org/10.1016/j.rse.2020.111702.

Gil-Alana, Luis A., OlaOluwa S. Yaya, and Nieves Carmona-González. 2020. “Air Quality in London: Evidence of Persistence, Seasonality and Trends.” Theoretical and Applied Climatology 142 (1): 103–15. https://doi.org/10.1007/s00704-020-03305-1.

Guo, Andong, Jun Yang, Xiangming Xiao, Jianhong Xia (Cecilia), Cui Jin, and Xueming Li. 2020. “Influences of Urban Spatial Form on Urban Heat Island Effects at the Community Level in China.” Sustainable Cities and Society 53 (February): 101972. https://doi.org/10.1016/j.scs.2019.101972.

Hsu, Angel, Glenn Sheriff, Tirthankar Chakraborty, and Diego Manya. 2021. “Disproportionate Exposure to Urban Heat Island Intensity Across Major US Cities.” Nature Communications 12 (1): 2721. https://doi.org/10.1038/s41467-021-22799-5.

Ilori, Christopher O., Nima Pahlevan, and Anders Knudby. 2019. “Analyzing Performances of Different Atmospheric Correction Techniques for Landsat 8: Application for Coastal Remote Sensing.” Remote Sensing 11 (4): 469. https://doi.org/10.3390/rs11040469.

Khanal, Sami, Kushal Kc, John P. Fulton, Scott Shearer, and Erdal Ozkan. 2020. “Remote Sensing in Agriculture, Limitations, and Opportunities.” Remote Sensing 12 (22): 3783. https://doi.org/10.3390/rs12223783.

Li, Jun, Yanqiu Pei, Shaohua Zhao, Rulin Xiao, Xiao Sang, and Chengye Zhang. 2020. “A Review of Remote Sensing for Environmental Monitoring in China.” Remote Sensing 12 (7): 1130. https://doi.org/10.3390/rs12071130.

Lopez Ornelas, Fernanda. 2016. “The Mexican Water Forest: Benefits of Using Remote Sensing Techniques to Assess Changes in Land Use and Land Cover.” PhD thesis. https://doi.org/10.13140/RG.2.2.11855.43685.

Lopez, T., A. Al Bitar, S. Biancamaria, A. Güntner, and A. Jäggi. 2020. “On the Use of Satellite Remote Sensing to Detect Floods and Droughts at Large Scales.” Surveys in Geophysics 41 (6): 1461–87. https://doi.org/10.1007/s10712-020-09618-0.

Lovelace, Robin, Jakub Nowosad, and Jannes Muenchow. 2019. Chapter 12 Statistical Learning | Geocomputation with R.

MacLachlan, Andrew, Eloise Biggs, Gareth Roberts, and Bryan Boruff. 2021. “Sustainable City Planning: A Data-Driven Approach for Mitigating Urban Heat.” Frontiers in Built Environment 6.

MartinThoma. 2018. “Deutsch: ROC-Kurve - Die Abszisse Ist Die Falsch-Positiv-Rate Und Die Ordinate Die Richtig-.”

Nuruzzaman, Md. 2015. “Urban Heat Island: Causes, Effects and Mitigation Measures - A Review.” International Journal of Environmental Monitoring and Analysis 3 (2): 67. https://doi.org/10.11648/j.ijema.20150302.15.

Okafor-Yarwood, Ifesinachi, and Ibukun Jacob Adewumi. 2020. “Toxic Waste Dumping in the Global South as a Form of Environmental Racism: Evidence from the Gulf of Guinea.” African Studies 79 (3): 285–304. https://doi.org/10.1080/00020184.2020.1827947.

Richter, Ronny, Christopher Hutengs, Christian Wirth, Lutz Bannehr, and Michael Vohland. 2021. “Detecting Tree Species Effects on Forest Canopy Temperatures with Thermal Remote Sensing: The Role of Spatial Resolution.” Remote Sensing 13 (1): 135. https://doi.org/10.3390/rs13010135.

Rojas, O. 2007. “Operational Maize Yield Model Development and Validation Based on Remote Sensing and Agro-Meteorological Data in Kenya.” International Journal of Remote Sensing 28 (17): 3775–93. https://doi.org/10.1080/01431160601075608.

Roxon, J., F. -J. Ulm, and R. J. -M. Pellenq. 2020. “Urban Heat Island Impact on State Residential Energy Cost and CO2 Emissions in the United States.” Urban Climate 31 (March): 100546. https://doi.org/10.1016/j.uclim.2019.100546.

Shippert, Peg. n.d. “Push Broom and Whisk Broom Sensors.” L3Harris Geospatial. https://www.l3harrisgeospatial.com/Support/Self-Help-Tools/Help-Articles/Help-Articles-Detail/ArtMID/10220/ArticleID/16262/Push-Broom-and-Whisk-Broom-Sensors. Accessed February 10, 2023.

Szpakowski, David M., and Jennifer L. R. Jensen. 2019. “A Review of the Applications of Remote Sensing in Fire Ecology.” Remote Sensing 11 (22): 2638. https://doi.org/10.3390/rs11222638.

Termeer, Emma E. W., Katrine Soma, Nina Motovska, Oscar Ingasia Ayuya, Marvin Kunz, and Tinka Koster. 2022. “Sustainable Development Ensued by Social Capital Impacts on Food Insecurity: The Case of Kibera, Nairobi.” Sustainability 14 (9): 5504. https://doi.org/10.3390/su14095504.

“Urban Heat Island | World Meteorological Organization.” n.d. https://community.wmo.int/en/activity-areas/urban/urban-heat-island. Accessed March 15, 2023.

Watts, Adam C., Vincent G. Ambrosia, and Everett A. Hinkley. 2012. “Unmanned Aircraft Systems in Remote Sensing and Scientific Research: Classification and Considerations of Use.” Remote Sensing 4 (6): 1671–92. https://doi.org/10.3390/rs4061671.

Whiteoak, Kym, and Jess Saigar. n.d. “Estimating the Economic Benefits of Urban Heat Island Mitigation Economic Analysis.”

Young, Oran, and Masami Onoda. 2017. “Satellite Earth Observations in Environmental Problem-Solving.” In Satellite Earth Observations and Their Impact on Society and Policy, 3–27. https://doi.org/10.1007/978-981-10-3713-9_1.

Zhu, Qian, Yushi Wang, and Yulin Luo. 2021. “Improvement of Multi-Layer Soil Moisture Prediction Using Support Vector Machines and Ensemble Kalman Filter Coupled with Remote Sensing Soil Moisture Datasets over an Agriculture Dominant Basin in China.” Hydrological Processes 35 (4): e14154. https://doi.org/10.1002/hyp.14154.