Yufang Jin
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Yufang Jincomputer-science Degrees
Computer Science
#12234
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#13046
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Computational Linguistics
#3073
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#3110
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Machine Learning
#5612
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#5687
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Artificial Intelligence
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#6149
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Computer Science
Yufang Jin's Degrees
- Bachelors Computer Science Tsinghua University
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Why Is Yufang Jin Influential?
(Suggest an Edit or Addition)According to Wikipedia, Yufang Jin is an assistant professor of remote sensing and ecosystem change at UC Davis's Department of Land, Air and Water Resources, and associate environmental scientist at the UC Davis College of Agricultural and Environmental Sciences. Her research uses satellite imaging and other techniques to track and model how landscapes and ecosystems change.
Yufang Jin's Published Works
Published Works
- Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009) (2010) (2587)
- First operational BRDF, albedo nadir reflectance products from MODIS (2002) (2106)
- Prototyping a global algorithm for systematic fire-affected area mapping using MODIS time series data (2005) (358)
- Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 2. Validation (2003) (242)
- Forecasting Fire Season Severity in South America Using Sea Surface Temperature Anomalies (2011) (198)
- Validation of the MODIS bidirectional reflectance distribution function and albedo retrievals using combined observations from the aqua and terra platforms (2006) (193)
- The value of multiangle measurements for retrieving structurally and radiatively consistent properties of clouds, aerosols, and surfaces (2005) (189)
- Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 1. Algorithm performance (2003) (171)
- The impacts and implications of an intensifying fire regime on Alaskan boreal forest composition and albedo (2011) (153)
- Vegetation controls on northern high latitude snow‐albedo feedback: observations and CMIP5 model simulations (2014) (148)
- Comparison of seasonal and spatial variations of albedos from Moderate-Resolution Imaging Spectroradiometer (MODIS) and Common Land Model (2003) (143)
- Changes in surface albedo after fire in boreal forest ecosystems of interior Alaska assessed using MODIS satellite observations (2008) (118)
- Assessment of global climate model land surface albedo using MODIS data (2003) (115)
- The influence of burn severity on postfire vegetation recovery and albedo change during early succession in North American boreal forests (2011) (113)
- Long-term trends and interannual variability of forest, savanna and agricultural fires in South America (2013) (102)
- Continental-scale net radiation and evapotranspiration estimated using MODIS satellite observations (2011) (100)
- How does snow impact the albedo of vegetated land surfaces as analyzed with MODIS data? (2002) (93)
- Bidirectional NDVI and atmospherically resistant BRDF inversion for vegetation canopy (2002) (87)
- Identification of two distinct fire regimes in Southern California: implications for economic impact and future change (2015) (85)
- Contrasting controls on wildland fires in Southern California during periods with and without Santa Ana winds (2014) (73)
- Improving MODIS surface BRDF/Albedo retrieval with MISR multiangle observations (2002) (72)
- Mapping the Daily Progression of Large Wildland Fires Using MODIS Active Fire Data (2014) (64)
- Detecting Drought-Induced Tree Mortality in Sierra Nevada Forests with Time Series of Satellite Data (2017) (58)
- Controls on the spatial pattern of wildfire ignitions in Southern California (2014) (55)
- Optimal use of land surface temperature data to detect changes in tropical forest cover (2011) (50)
- An enhanced bloom index for quantifying floral phenology using multi-scale remote sensing observations (2019) (48)
- Consistency of MODIS surface BRDF/Albedo retrievals 1. Algorithm performance (2003) (40)
- Evaluating greenhouse gas emissions inventories for agricultural burning using satellite observations of active fires. (2012) (39)
- Post‐fire changes in net shortwave radiation along a latitudinal gradient in boreal North America (2012) (39)
- California Almond Yield Prediction at the Orchard Level With a Machine Learning Approach (2019) (38)
- Ecological consequences of variation in precipitation: Separating short- versus long-term effects using satellite data (2014) (36)
- Evapotranspiration Estimate over an Almond Orchard Using Landsat Satellite Observations (2017) (33)
- Assessing regional evapotranspiration and water balance across a Mediterranean montane climate gradient (2012) (25)
- Modeling the aerosol chemical composition of the tropopause over the Tibetan Plateau during the Asian summer monsoon (2019) (25)
- Spatial patterns and controls on burned area for two contrasting fire regimes in Southern California (2016) (23)
- Global cost estimates of forest climate mitigation with albedo: a new integrative policy approach (2018) (23)
- Disproportionate Impacts of Wildfires among Elderly and Low-Income Communities in California from 2000–2020 (2021) (22)
- Estimating Rangeland Forage Production Using Remote Sensing Data from a Small Unmanned Aerial System (sUAS) and PlanetScope Satellite (2017) (21)
- Automatic mapping of planting year for tree crops with Landsat satellite time series stacks (2019) (19)
- Global albedo, BRDF and nadir BRDF-adjusted reflectance products from MODIS (2002) (19)
- Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting (2022) (16)
- Erratum: Long-term trends and interannual variability of forest, savanna and agricultural fires in South America (Carbon Management (2013) 4:6 (617-638)) (2014) (15)
- Spatially variable evapotranspiration over salt affected pistachio orchards analyzed with satellite remote sensing estimates (2018) (15)
- Management and climate contributions to satellite-derived active fire trends in the contiguous United States (2014) (15)
- Wildfire response to changing daily temperature extremes in California’s Sierra Nevada (2021) (15)
- Intensified burn severity in California’s northern coastal mountains by drier climatic condition (2020) (14)
- Deep Learning for Feature-Level Data Fusion: Higher Resolution Reconstruction of Historical Landsat Archive (2021) (13)
- Advancing Agricultural Production With Machine Learning Analytics: Yield Determinants for California’s Almond Orchards (2020) (13)
- Climate, Fuel, and Land Use Shaped the Spatial Pattern of Wildfire in California’s Sierra Nevada (2021) (12)
- Understanding spatial variability of forage production in California grasslands: delineating climate, topography and soil controls (2020) (11)
- Terrain attributes and forage productivity predict catchment-scale soil organic carbon stocks (2020) (11)
- Title Long-term trends and interannual variability of forest , savanna and agricultural fires in South America Permalink (2015) (10)
- Quantifying Scales of Spatial Variability of Cyanobacteria in a Large, Eutrophic Lake Using Multiplatform Remote Sensing Tools (2021) (10)
- ECOSTRESS and CIMIS: A Comparison of Potential and Reference Evapotranspiration in Riverside County, California (2020) (8)
- Satellite-Based Fire Progression Mapping: A Comprehensive Assessment for Large Fires in Northern California (2020) (7)
- Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling (2022) (7)
- Beyond green environments: Multi-scale difference in human exposure to greenspace in China. (2022) (7)
- Microclimate–forage growth linkages across two strongly contrasting precipitation years in a Mediterranean catchment (2019) (6)
- An Assessment of Climate Change Impacts on Los Angeles (California USA) Hospitals, Wildfires Highest Priority (2017) (6)
- Vine water status mapping with multispectral UAV imagery and machine learning (2022) (5)
- Drone phenotyping and machine learning enable discovery of loci regulating daily floral opening in lettuce. (2021) (5)
- DERIVING ALBEDO FROM COUPLED MERIS AND MODIS SURFACE PRODUCTS (2004) (5)
- Drone phenotyping and machine learning enable discovery of loci regulating daily floral opening in lettuce (2020) (4)
- Modelling the aerosol chemical composition of the tropopause over the Tibetan Plateau during the Asian summer monsoon (2019) (2)
- Spatial patterns and drivers for wildfire ignitions in California (2022) (2)
- Impacts of climate change on California’s rangeland production: sensitivity and future projection (2022) (1)
- Aerial Imagery-Based Building Footprint Detection with an Integrated Deep Learning Framework: Applications for Fine Scale Wildland-Urban Interface Mapping (2022) (1)
- Monitoring forage production in rangeland using remote sensing observations (2016) (1)
- APPENDIX K . EVAPOTRANSPIRATION ESTIMATION FROM UNMANNED AERIAL VEHICLES “ MULTISPECTRAL / THERMAL IMAGERY FOR HIGH SPATIAL RESOLUTION METRIC-ET MAPS AND RELATIVE HUMIDITY-AIR TEMPERATURE SPATIAL PROFILE IN ALFALFA AND PASTURE IN THE SSJ DELTA-CALIFORNIA ” (2017) (1)
- Global cost estimates of forest climate mitigation with albedo: A new policy approach (2018) (1)
- Estimation of tomato water status with photochemical reflectance index and machine learning: Assessment from proximal sensors and UAV imagery (2023) (1)
- Fire Behavior Monitoring and Assessment in California with Multi-sensor Satellite Observations (2019) (1)
- Mapping Evapotranspiration in the Sacramento San Joaquin Delta using simulated ECOSTRESS Thermal Data: Validation and Inter-comparison (2017) (1)
- Estimating Field Scale Crop Evapotranspiration using Landsat and MODIS Satellite Observations (2016) (0)
- The influence, implications and feedbacks of an intensifying fire regime in Alaska's boreal forest (2009) (0)
- Title Optimal use of land surface temperature data to detect changes in tropical forest cover Permalink (2011) (0)
- Spatial and temporal controls on Southern California's large fires (2010) (0)
- Quantifying the Effect of Climate Change on Rangeland Forage Production and Phenology Using Landsat and MODIS Data (2018) (0)
- Modeling the Spatial Pattern of Wildfire Ignition and Burned Area in Southern Californian Mediterranean Ecosystems (2013) (0)
- Meteorological Controls on Biomass Burning During Santa Ana Events in Southern California (2013) (0)
- Sensitivity of METRIC-based tree crop evapotranspiration estimation to meteorology, land surface parameters and domain size (2022) (0)
- Improved MODIS burned area mapping by combined use of multi-temporal Terra and Aqua MODIS data -- early results (2003) (0)
- Evaluation of Daily Evapotranspiration Over Orchards Using METRIC Approach and Landsat Satellite Observations (2016) (0)
- Title Evaluating greenhouse gas emissions inventories for agricultural burning using satellite observations of active fires Permalink (2012) (0)
- Regional differences in the response of California’s rangeland production to climate and future projection (2022) (0)
- Wildfire response to climate warming in the Sierra Nevada assessed using daily weather and burned area observations (2019) (0)
- Title The influence of burn severity on postfire vegetation recovery and albedo change during early succession in North American boreal forests Permalink (2012) (0)
- Tree-level almond yield estimation from high resolution aerial imagery with convolutional neural network (2023) (0)
- California Agriculture journal: Issue 75, Volume 3-4, July-December 2021 (2022) (0)
- Yield Determinants and Prediction for California’s Almond Orchards Based on Machine Learning Analytics (2020) (0)
- Title Management and climate contributions to satellite-derived active fire trends in the contiguous United States Permalink (2014) (0)
- Interactions between fire weather and biomass burning during Santa Ana events in southern California (2013) (0)
- Supplementary material to "Modelling the aerosol chemical composition of the tropopause over the Tibetan Plateau during the Asian summer monsoon" (2019) (0)
- MODIS operational bidirectional reflectance and albedo products (2001) (0)
- Comparing methods to estimate consumptive use with remote sensing in California's Sacramento-San Joaquin Delta (2017) (0)
- Wildfires in southern California: climatic drivers and future projections (2013) (0)
- Compound Risk of Air Pollution and Heat Days and the Influence of Wildfire by SES across California, 2018–2020: Implications for Environmental Justice in the Context of Climate Change (2022) (0)
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What Schools Are Affiliated With Yufang Jin?
Yufang Jin is affiliated with the following schools: