Ramakrishna R. Nemani
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Ramakrishna R. Nemani's Degrees
- PhD Earth System Science University of California, Irvine
- Masters Civil and Environmental Engineering Stanford University
Why Is Ramakrishna R. Nemani Influential?
(Suggest an Edit or Addition)Ramakrishna R. Nemani's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Increased plant growth in the northern high latitudes from 1981 to 1991 (1997) (3393)
- Climate-Driven Increases in Global Terrestrial Net Primary Production from 1982 to 1999 (2003) (3083)
- A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production (2004) (1890)
- Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data (2002) (1761)
- Improvements of the MODIS terrestrial gross and net primary production global data set (2005) (1457)
- The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research (1998) (1413)
- China and India lead in greening of the world through land-use management (2019) (1144)
- Estimation of global leaf area index and absorbed par using radiative transfer models (1997) (1004)
- Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982–2006 (2009) (911)
- Parameterization and Sensitivity Analysis of the BIOME–BGC Terrestrial Ecosystem Model: Net Primary Production Controls (2000) (787)
- Global Data Sets of Vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g Derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the Period 1981 to 2011 (2013) (746)
- Amazon rainforests green‐up with sunlight in dry season (2006) (745)
- Global Terrestrial Gross and Net Primary Productivity from the Earth Observing System (2000) (638)
- Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations (2006) (637)
- Mapping and Modeling the Biogeochemical Cycling of Turf Grasses in the United States (2005) (619)
- Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis (1987) (610)
- Characteristics, drivers and feedbacks of global greening (2019) (577)
- Estimation of regional surface resistance to evapotranspiration from NDVI and thermal-IR AVHRR data (1989) (551)
- Simulated impacts of historical land cover changes on global climate in northern winter (2000) (506)
- Temperature and vegetation seasonality diminishment over northern lands (2013) (505)
- The 2007 Eastern US Spring Freeze: Increased Cold Damage in a Warming World (2008) (495)
- A continuous satellite‐derived global record of land surface evapotranspiration from 1983 to 2006 (2010) (480)
- Sensitivity of Moderate Resolution Imaging Spectroradiometer (MODIS) terrestrial primary production to the accuracy of meteorological reanalyses (2006) (445)
- Large seasonal swings in leaf area of Amazon rainforests (2007) (416)
- A generalized, bioclimatic index to predict foliar phenology in response to climate (2004) (407)
- Relating seasonal patterns of the AVHRR vegetation index to simulated photosynthesis and transpiration of forests in different climates (1988) (404)
- Global Distribution and Density of Constructed Impervious Surfaces (2007) (403)
- MODIS Leaf Area Index (LAI) And Fraction Of Photosynthetically Active Radiation Absorbed By Vegetation (FPAR) Product (1999) (393)
- Forest ecosystem processes at the watershed scale: Sensitivity to remotely-sensed leaf area index estimates (1993) (360)
- Persistent effects of a severe drought on Amazonian forest canopy (2012) (351)
- Forest ecosystem processes at the watershed scale: incorporating hillslope hydrology (1993) (348)
- Amazon forests did not green‐up during the 2005 drought (2009) (330)
- MODIS leaf area index products: from validation to algorithm improvement (2006) (324)
- An improved method for estimating surface humidity from daily minimum temperature (1997) (319)
- Assessing the impact of urban land development on net primary productivity in the southeastern United States (2003) (315)
- An operational remote sensing algorithm of land surface evaporation (2003) (307)
- User's Guide GPP and NPP (MOD17A2/A3) Products NASA MODIS Land Algorithm (2003) (285)
- Vegetation Greening and Climate Change Promote Multidecadal Rises of Global Land Evapotranspiration (2015) (282)
- DeepSat: a learning framework for satellite imagery (2015) (273)
- Testing a theoretical climate-soil-leaf area hydrologic equilibrium of forests using satellite data and ecosystem simulation (1989) (272)
- A remote sensing based vegetation classification logic for global land cover analysis (1995) (268)
- The Nightsat mission concept (2007) (262)
- Satellite Evidence of Phenological Differences Between Urbanized and Rural Areas of the Eastern United States Deciduous Broadleaf Forest (2002) (258)
- Widespread decline in greenness of Amazonian vegetation due to the 2010 drought (2011) (248)
- Mapping vineyard leaf area with multispectral satellite imagery (2003) (248)
- Importance of carbon dioxide physiological forcing to future climate change (2010) (242)
- MTCLIM: a mountain microclimate simulation model (1989) (238)
- Sensitivity of a general circulation model to global changes in leaf area index (1996) (238)
- Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data (2016) (230)
- LAND COVER CHARACTERIZATION USING MULTITEMPORAL RED, NEAR‐IR, AND THERMAL‐IR DATA FROM NOAA/AVHRR (1997) (226)
- Real-time monitoring and short-term forecasting of land surface phenology (2006) (213)
- Measuring Fractional Cover and Leaf Area Index in Arid Ecosystems: Digital Camera, Radiation Transmittance, and Laser Altimetry Methods (2000) (207)
- Asymmetric warming over coastal California and its impact on the premium wine industry (2001) (204)
- Global net carbon exchange and intra‐annual atmospheric CO2 concentrations predicted by an ecosystem process model and three‐dimensional atmospheric transport model (1996) (204)
- Evaluation of MODIS LAI/FPAR Product Collection 6. Part 2: Validation and Intercomparison (2016) (196)
- A global framework for monitoring phenological responses to climate change (2005) (196)
- Forest ecosystem processes at the watershed scale: basis for distributed simulation (1991) (193)
- Developing a continental-scale measure of gross primary production by combining MODIS and AmeriFlux data through Support Vector Machine approach (2007) (190)
- Simulating the effects of climate change on the carbon balance of North American high‐latitude forests (2000) (183)
- Measurement and remote sensing of LAI in Rocky Mountain montane ecosystems (1997) (183)
- Recent trends in hydrologic balance have enhanced the terrestrial carbon sink in the United States (2002) (175)
- The VEMAP integrated database for modelling United States ecosystem/vegetation sensitivity to climate change (1995) (169)
- Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status (2003) (165)
- DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution (2017) (163)
- Regional hydrologic and carbon balance responses of forests resulting from potential climate change (1991) (162)
- Analysis of leaf area index products from combination of MODIS Terra and Aqua data (2006) (160)
- Variations in atmospheric CO2 growth rates coupled with tropical temperature (2013) (157)
- Prediction of Continental-Scale Evapotranspiration by Combining MODIS and AmeriFlux Data Through Support Vector Machine (2006) (156)
- Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor: 2000-2005 (2006) (154)
- Evaluation of MODIS LAI/FPAR Product Collection 6. Part 1: Consistency and Improvements (2016) (153)
- Downscaled Climate Projections Suitable for Resource Management (2013) (148)
- Canopy duration has little influence on annual carbon storage in the deciduous broad leaf forest (2003) (142)
- Generating vegetation leaf area index earth system data record from multiple sensors. Part 1: Theory (2008) (136)
- Monitoring and forecasting ecosystem dynamics using the Terrestrial Observation and Prediction System (TOPS) (2009) (130)
- MODIS DAILY PHOTOSYNTHESIS (PSN) AND ANNUAL NET PRIMARY PRODUCTION (NPP) PRODUCT (MOD17) Algorithm Theoretical Basis Document (1999) (130)
- Global vegetation cover changes from coarse resolution satellite data (1996) (117)
- Generating global Leaf Area Index from Landsat: Algorithm formulation and demonstration (2012) (117)
- Generating vegetation leaf area index Earth system data record from multiple sensors. Part 2: Implementation, analysis and validation (2008) (113)
- The once and future pulse of Indian monsoonal climate (2011) (112)
- U.S. constructed area approaches the size of Ohio (2004) (109)
- Forest growth response to changing climate between 1961 and 1990 in Austria (1999) (108)
- Estimation of forest aboveground biomass in California using canopy height and leaf area index estimated from satellite data (2014) (105)
- Satellite-based estimation of surface vapor pressure deficits using MODIS land surface temperature data (2008) (100)
- A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales (2005) (96)
- Sunlight mediated seasonality in canopy structure and photosynthetic activity of Amazonian rainforests (2015) (94)
- Relative climatic effects of landcover change and elevated carbon dioxide combined with aerosols: A comparison of model results and observations (2001) (89)
- Seasonal changes in leaf area of Amazon forests from leaf flushing and abscission (2011) (86)
- Albedo enhancement of marine clouds to counteract global warming: impacts on the hydrological cycle (2011) (83)
- Constraining rooting depths in tropical rainforests using satellite data and ecosystem modeling for accurate simulation of gross primary production seasonality (2007) (81)
- Asynchronous Amazon forest canopy phenology indicates adaptation to both water and light availability (2014) (79)
- Modeling the interannual variability and trends in gross and net primary productivity of tropical forests from 1982 to 1999 (2005) (74)
- Satellite Irrigation Management Support With the Terrestrial Observation and Prediction System: A Framework for Integration of Satellite and Surface Observations to Support Improvements in Agricultural Water Resource Management (2012) (74)
- Global teleconnections of climate to terrestrial carbon flux (2003) (68)
- Simulating terrestrial carbon fluxes using the new biosphere model “biosphere model integrating eco‐physiological and mechanistic approaches using satellite data” (BEAMS) (2005) (68)
- Collaborative Supercomputing for Global Change Science (2011) (66)
- Deep neural networks for texture classification - A theoretical analysis (2018) (66)
- Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets (2015) (66)
- Implementation of a hierarchical global vegetation classification in ecosystem function models (1996) (65)
- Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version (2018) (65)
- Refinement of rooting depths using satellite-based evapotranspiration seasonality for ecosystem modeling in California (2009) (62)
- Decadal Variations in NDVI and Food Production in India (2010) (61)
- Forecasting river temperatures in real time using a stochastic dynamics approach (2013) (58)
- Diagnosing and assessing uncertainties of terrestrial ecosystem models in a multimodel ensemble experiment: 1. Primary production (2011) (57)
- Why Is Remote Sensing of Amazon Forest Greenness So Challenging (2012) (57)
- Modelling the influence of land-use changes on biophysical and biochemical interactions at regional and global scales. (2015) (55)
- Assessment of the Broadleaf Crops Leaf Area Index Product from the Terra MODIS Instrument (2005) (53)
- Changes in timing of seasonal peak photosynthetic activity in northern ecosystems (2019) (52)
- Trends and Variability of AVHRR-Derived NPP in India (2013) (51)
- El Niño–Southern Oscillation–induced variability in terrestrial carbon cycling (2004) (50)
- Present Weather and Climate: Evolving Conditions (2013) (49)
- Satellite monitoring of global land cover changes and their impact on climate (1995) (49)
- Exploring Simple Algorithms for Estimating Gross Primary Production in Forested Areas from Satellite Data (2012) (48)
- Deploying a quantum annealing processor to detect tree cover in aerial imagery of California (2017) (47)
- Asymmetric climatic warming improves California vintages (1999) (46)
- A model based investigation of the relative importance of CO2-fertilization, climate warming, nitrogen deposition and land use change on the global terrestrial carbon uptake in the historical period (2015) (46)
- MODIS-Derived Terrestrial Primary Production (2010) (46)
- A high‐resolution approach to estimating ecosystem respiration at continental scales using operational satellite data (2014) (44)
- Biophysical impacts of Earth greening largely controlled by aerodynamic resistance (2020) (44)
- On the use of the advanced very high resolution radiometer for development of prognostic land surface phenology models (2007) (44)
- A hierarchical analysis of terrestrial ecosystem model Biome-BGC: Equilibrium analysis and model calibration (2009) (43)
- A Semiautomated Probabilistic Framework for Tree-Cover Delineation From 1-m NAIP Imagery Using a High-Performance Computing Architecture (2015) (42)
- Nitrogen deposition: how important is it for global terrestrial carbon uptake? (2013) (42)
- Satellite-driven estimation of terrestrial carbon flux over Far East Asia with 1-km grid resolution (2011) (42)
- Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning (2018) (41)
- Sentinel-2 MSI Radiometric Characterization and Cross-Calibration with Landsat-8 OLI (2017) (40)
- Climate response to physiological forcing of carbon dioxide simulated by the coupled Community Atmosphere Model (CAM3.1) and Community Land Model (CLM3.0) (2009) (39)
- Recent climate and fire disturbance impacts on boreal and arctic ecosystem productivity estimated using a satellite‐based terrestrial carbon flux model (2013) (39)
- Enhancement of understory productivity by asynchronous phenology with overstory competitors in a temperate deciduous forest. (2004) (37)
- Increasing summer net CO 2 uptake in high northern ecosystems inferredfrom atmospheric inversions and comparisons to remote-sensing NDVI (2016) (35)
- A review of the major drivers of the terrestrial carbon uptake: model-based assessments, consensus, and uncertainties (2019) (35)
- A theoretical analysis of Deep Neural Networks for texture classification (2016) (34)
- Multi-objective parameter estimation for simulating canopy transpiration in forested watersheds (2002) (33)
- Interpretation of variations in MODIS-measured greenness levels of Amazon forests during 2000 to 2009 (2012) (32)
- New generation geostationary satellite observations support seasonality in greenness of the Amazon evergreen forests (2021) (31)
- Climate variability, vegetation productivity and people at risk (2005) (30)
- A STRATEGY FOR MAPPING AND MODELING THE ECOLOGICAL EFFECTS OF US LAWNS (2005) (30)
- Assessing the representativeness of the AmeriFlux network using MODIS and GOES data (2008) (28)
- Conditional Generative Adversarial Networks (cGANs) for Near Real-Time Precipitation Estimation from Multispectral GOES-16 Satellite Imageries - PERSIANN-cGAN (2019) (28)
- Biospheric Monitoring and Ecological Forecasting (2003) (27)
- Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework (2018) (27)
- Diagnosing and assessing uncertainties of terrestrial ecosystem models in a multimodel ensemble experiment: 2. Carbon balance (2011) (27)
- DeepSat V2: feature augmented convolutional neural nets for satellite image classification (2019) (26)
- Assessing the Extent of Urban Irrigated Areas in the United States (2009) (26)
- Terrestrial Observation and Prediction System: integration of satellite and surface weather observations with ecosystem models (2002) (24)
- An Introduction to the Geostationary-NASA Earth Exchange (GeoNEX) Products: 1. Top-of-Atmosphere Reflectance and Brightness Temperature (2020) (23)
- Evaluating the impacts of climate and elevated carbon dioxide on tropical rainforests of the western Amazon basin using ecosystem models and satellite data (2010) (23)
- Structural Uncertainty in Model-Simulated Trends of Global Gross Primary Production (2012) (22)
- The Variation of Land Surface Phenology From 1982 to 2006 Along the Appalachian Trail (2013) (22)
- Automating the Processing of Earth Observation Data (2003) (21)
- Recent history of trends in vegetation greenness and large-scale ecosystem disturbances in Eurasia (2007) (21)
- Potential roles of CO2 fertilization, nitrogen deposition, climate change, and land use and land cover change on the global terrestrial carbon uptake in the twenty-first century (2018) (21)
- River Temperature Forecasting: A Coupled-Modeling Framework for Management of River Habitat (2012) (20)
- Sensitivity of terrestrial water and energy budgets to CO2-physiological forcing: an investigation using an offline land model (2011) (20)
- Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images (2018) (19)
- An estimate of equilibrium sensitivity of global terrestrial carbon cycle using NCAR CCSM4 (2013) (18)
- A regression strategy for analyzing environmental data generated by spatio-temporal processes (2005) (18)
- High‐resolution mapping of daily climate variables by aggregating multiple spatial data sets with the random forest algorithm over the conterminous United States (2019) (18)
- Allometric Scaling and Resource Limitations Model of Tree Heights: Part 1. Model Optimization and Testing over Continental USA (2013) (18)
- First Provisional Land Surface Reflectance Product from Geostationary Satellite Himawari-8 AHI (2019) (18)
- Generation and Evaluation of LAI and FPAR Products from Himawari-8 Advanced Himawari Imager (AHI) Data (2019) (17)
- MULTI-SENSOR MULTI-RESOLUTION IMAGE FUSION FOR IMPROVED VEGETATION AND URBAN AREA CLASSIFICATION (2015) (17)
- Soil water forecasting in the continental United States: relative forcing by meteorology versus leaf area index and the effects of meteorological forecast errors (2004) (17)
- A large proportion of North American net ecosystem production is offset by emissions from harvested products, river/stream evasion, and biomass burning (2013) (16)
- Estimating carbon budgets for U.S. ecosystems (2006) (16)
- Deep Neural Network Cloud-Type Classification (DeepCTC) Model and Its Application in Evaluating PERSIANN-CCS (2020) (15)
- Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site Based Testing of the Model (2013) (15)
- NASA Global Daily Downscaled Projections, CMIP6 (2022) (14)
- Assessing the environmental impacts of human settlements using satellite data (2003) (14)
- Evaluation of snow models in terrestrial biosphere models using ground observation and satellite data: impact on terrestrial ecosystem processes (2008) (14)
- RAPT: Rare Class Prediction in Absence of True Labels (2017) (13)
- Collection 5 MODIS LAI and FPAR Products (2007) (13)
- Bridging VisTrails Scientific Workflow Management System to High Performance Computing (2013) (13)
- A modular system for scalable ecological modeling (1994) (12)
- Multi-Scale Association between Vegetation Growth and Climate in India: A Wavelet Analysis Approach (2019) (11)
- A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation (2013) (11)
- Exploring Subpixel Learning Algorithms for Estimating Global Land Cover Fractions from Satellite Data Using High Performance Computing (2017) (10)
- Remote Sensing for Viticultural Research and Production (2012) (10)
- Global Teleconnections of Ocean Climate to Terrestrial Carbon Flux (2002) (9)
- An Interplay between Photons, Canopy Structure, and Recollision Probability: A Review of the Spectral Invariants Theory of 3D Canopy Radiative Transfer Processes (2018) (9)
- Constraints to Vegetation Growth Reduced by Region-Specific Changes in Seasonal Climate (2019) (9)
- CO2-fertilization and potential future terrestrial carbon uptake in India (2011) (9)
- Green leaf area and fraction of photosynthetically active radiation absorbed by vegetation (2014) (9)
- Collection 005 Change Summary for the MODIS (2006) (9)
- Fusing Geostationary Satellite Observations with Harmonized Landsat-8 and Sentinel-2 Time Series for Monitoring Field-Scale Land Surface Phenology (2021) (8)
- NASA EARTH EXCHANGE: NEXT GENERATION EARTH SCIENCE COLLABORATIVE (2011) (8)
- Parallel Distributed Application Framework for Earth Science Data Processing (2003) (8)
- Multi-model assessment of trends, variability and drivers of terrestrial carbon uptake in India (2019) (8)
- Climate variations and tree growth between 1961 and 1995 in Austria (1999) (8)
- Next-Generation Terrestrial Carbon Monitoring (2013) (8)
- Analysis of the spatial variation in the net ecosystem production of rice paddy fields using the diagnostic biosphere model, BEAMS (2012) (7)
- Literature-Derived Parameters for the BIOME-BGC Terrestrial Ecosystem Model (2002) (7)
- Application of the metabolic scaling theory and water-energy balance equation to model large-scale patterns of maximum forest canopy height (2016) (7)
- Potential Impacts of Climate and Land Use Change on Ecosystem Processes in the Great Northern and Appalachian Landscape Conservation Cooperatives (2016) (7)
- Unit of Work Supporting Generative Scientific Workflow Recommendation (2018) (7)
- Remote Sensing and Water Balance Modeling in California Drip-Irrigated Vineyards (2006) (7)
- A model investigation of vegetation-atmosphere interactions on a millennial timescale (2011) (7)
- Dynamic responses of atmospheric carbon dioxide concentration to global temperature changes between 1850 and 2010 (2016) (6)
- High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder (2020) (6)
- Image-Based Decision Tools for Vineyard Management (2003) (5)
- A physically based approach in retrieving vegetation Leaf Area Index from Landsat surface reflectance data (2010) (5)
- Temporal Interpolation of Geostationary Satellite Imagery With Optical Flow. (2021) (5)
- Estimation of net ecosystem production in Asia using the diagnostic‐type ecosystem model with a 10 km grid‐scale resolution (2016) (5)
- Development of a decision support system for monitoring, reporting and forecasting ecological conditions of the appalachian trail (2010) (5)
- Spectral Synthesis for Geostationary Satellite-to-Satellite Translation (2021) (5)
- Partially and Fully Constrained Least Squares Linear Spectral Mixture Models for Subpixel Land Cover Classification Using Landsat Data (2016) (5)
- NASA Earth Exchange (NEX) Supporting Analyses for National Climate Assessments (2015) (4)
- Large-Scale Machine Learning in the Earth Sciences (2017) (4)
- Semantic Segmentation of High Resolution Satellite Imagery using Generative Adversarial Networks with Progressive Growing (2021) (4)
- A simple Parametric Estimation of Live Forest Aboveground Biomass in California Using Satellite Derived Metrics of Canopy Height and Leaf Area Index (2012) (4)
- Remote Sensing for Inventory and Monitoring of U.S. National Parks (2016) (4)
- Diminished temperature and vegetation seasonality over northern high latitudes (2013) (4)
- CMS: Forest Carbon Stocks, Emissions, and Net Flux for the Conterminous US: 2005-2010 (2016) (4)
- VPD Estimation from Land Surface Temperature (MOD11) for global map of evapotranspiration and NPP. (2003) (4)
- Sparse unmixing via variable splitting and augmented Lagrangian for vegetation and urban area classification using Landsat data (2015) (3)
- Mapping Burned Areas in Tropical forests using MODIS data (2016) (3)
- Information Technology Supports Integration of Satellite Imagery with Irrigation Management in California's Central Valley (2010) (3)
- Increasing summer net CO 2 uptake in high northern ecosystems inferred from atmospheric inversions and remote sensing (2016) (3)
- Radiometric Characteristics of the Landsat Collection 1 Dataset (2018) (3)
- Deep Learning Emulation of Multi-Angle Implementation of Atmospheric Correction (MAIAC) (2019) (3)
- Characterizing uncertainties in recent trends of global terrestrial net primary production through ensemble modeling (2010) (3)
- Monitoring and Forecasting Climate Impacts on Ecosystem Dynamics in Protected Areas Using the Terrestrial Observation and Prediction System (2011) (3)
- The influence of landcover change on global terrestrial biogeochemistry (1996) (3)
- Mapping vegetation Leaf Area Index globally at 30m using Landsat/Global Land Survey data (2009) (3)
- Uncertainty Assessment of the NASA Earth Exchange Global Daily Downscaled Climate Projections (NEX-GDDP) Dataset (2016) (3)
- MODELING CURRENT AND FUTURE WATER USE IN UTAH WITH NASA'S TERRESTRIAL OBSERVATION AND PREDICTION SYSTEM (2009) (3)
- Impact of urban sprawl on net primary productivity in the Southeastern United States (2002) (2)
- Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow. (2019) (2)
- Environment. Environmental monitoring network for India. (2007) (2)
- The NASA Earth Exchange Global Daily Downscaled Projections (2021) (2)
- Deep Learning for Very High-Resolution Imagery Classification (2017) (2)
- Simplex Projection for Land Cover Information Mining from Landsat-5 TM Data (2015) (2)
- Making the US national forest inventory spatially contiguous and temporally consistent (2022) (2)
- Very High Resolution Tree Cover Mapping for Continental United States using Deep Convolutional Neural Networks (2017) (2)
- A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation (2015) (2)
- Evaluation of decision trees for cloud detection from AVHRR data (2005) (2)
- Statistical Downscaling in Climate with State-of-the-Art Scalable Machine Learning (2017) (2)
- A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing. (2019) (2)
- A Community-Driven Workflow Recommendations and Reuse Infrastructure (2014) (2)
- GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems (2020) (2)
- Hourly GPP Estimation in Australia Using Himawari-8 AHI Products (2020) (2)
- Spatiotemporal Global Climate Model Tracking (2017) (2)
- Fully Constrained Linear Subpixel Classification Algorithms : A Comparative Analysis Based on Heuristic (2)
- Develop a Continental-scale Measure of Gross Primary Production by Combining MODIS and AmeriFlux Data through Support Vector Machine (2006) (2)
- MODIS-derived terrestrial primary production [chapter 28] (2011) (2)
- Unmixing Algorithms: A Review of Techniques for Spectral Detection and Classification of Land Cover from Mixed Pixels on NASA Earth Exchange (2017) (1)
- Geonex: A NASA-NOAA Collaboration for Producing Land Surface Products from Geostationary Sensors Using Cloud Computing (2018) (1)
- Global Night-Time Lights for Observing Human Activity (2011) (1)
- Automated Data Processing as an AI Planning Problem (2003) (1)
- Land cover fraction estimation with global endmembers using collaborative SUnSAL (2015) (1)
- NACP North American 8-km Net Ecosystem Exchange and Component Fluxes, 2004 (2014) (1)
- DeepEmSat: Deep Emulation for Satellite Data Mining (2019) (1)
- A High Performance Computing Approach to Tree Cover Delineation in 1-m NAIP Imagery Using a Probabilistic Learning Framework (2015) (1)
- Synergistic use of MODIS and Landsat data for mapping global carbon fluxes at 30m (2008) (1)
- Evaluating increases in accuracy achieved by NACP (2006) (1)
- Deriving Continuous Fields of Tree Cover at 1-m over the Continental United States From the National Agriculture Imagery Program (NAIP) Imagery to Reduce Uncertainties in Forest Carbon Stock Estimation (2013) (1)
- Unconstrained Linear Spectral Mixture Models for Spatial Information Extraction: A Comparative Study (2015) (1)
- A Novel Atmospheric Correction Algorithm to Exploit the Diurnal Variability in Hypertemporal Geostationary Observations (2022) (1)
- GC31G-1182: Opennex, a Private-Public Partnership in Support of the National Climate Assessment (2016) (1)
- Dynamics of global atmospheric CO 2 concentration from 1850 to 2010: a linear approximation (2014) (1)
- Prototyping of LAI and FPAR Retrievals From GOES-16 Advanced Baseline Imager Data Using Global Optimizing Algorithm (2021) (1)
- A Semi-Automated Machine Learning Algorithm for Tree Cover Delineation from 1-m Naip Imagery Using a High Performance Computing Architecture (2014) (1)
- Mapping Urban Expansion Across North America Using Multi-Temporal Landsat and Nighttime Lights Data (2014) (1)
- Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets (2016) (1)
- An Agent-Based Interface to Terrestrial Ecological Forecasting (2004) (1)
- High-resolution Aerosol Retrievals from Geostationary Observations with Algorithm MAIAC (2019) (1)
- GeoNEX: Earth observations from operational geostationary satellite systems (2020) (1)
- Preliminary vegetation index products from Suomi NPP VIIRS illuminate the California drought (2014) (1)
- Sensitivity Of MODIS Global Terrestrial Primary Production To The Accuracy Of Meteorological Data Sets (2004) (1)
- H31G-1596: DeepSAT's CloudCNN: A Deep Neural Network for Rapid Cloud Detection from Geostationary Satellites (2017) (1)
- Long-Term Data Records of Biophysical Parameters from Multiple Satellite Systems (2014) (1)
- Nowcast and Short-Term Forecast of Solar Radiation and Photovoltaic Power using 3rd generation Geostationary Satellites -AMATERASS GIS PV power monitering and estimation of energy demand based on human activity- (2018) (1)
- Predicting Vintage Quantity and Quality in Coastal California Using Pacific Sea Surface Temperatures (2000) (1)
- Magnitude and Uncertainty of Carbon Pools and Fluxes in the US Forests (2015) (0)
- Assessment of Remotely Sensed Land Surface Phenology Data for North America: Inter-comparison and Forecasting (2010) (0)
- A cost effective and operational methodology for wall to wall Above Ground Biomass (AGB) and carbon stocks estimation and mapping: Nepal REDD+ (2015) (0)
- Geography of Global Forest Carbon Stocks & Dynamics (2014) (0)
- FOR 532.01: Forest Ecosystem Analysis and Processes (2001) (0)
- Biospheric monitoring and ecological forecasting using EOS/MODIS (2003) (0)
- Using Large-Scale Machine Learning to Improve Our Understanding of the Formation of Tornadoes (2017) (0)
- Sub-annual Variability of Indian Monsoon Rainfall (2009) (0)
- Global warming increased by the response of land plants to CO2 (2009) (0)
- Observed Trend in Surface Wind Speed Over the Conterminous USA and CMIP5 Simulations (2016) (0)
- ODELING FOR RARE CLASSES (2015) (0)
- Reproducibility and Knowledge Capture Architecture for the NASA Earth Exchange (NEX) (2015) (0)
- The Global Drivers of Photosynthesis and Light Use Efficiency Seasonality: A Granger Frequency Causality Analysis (2016) (0)
- Spectral Synthesis for Satellite-to-Satellite Translation (2020) (0)
- Surface Reflectance Product from Geostationary Satellite (2019) (0)
- Using optical and microwave data from AQUA to study the Amazon rainforests (2011) (0)
- Connecting Provenance with Semantic Descriptions in the NASA Earth Exchange (NEX) (2012) (0)
- Planning for Distributed Earth Science Data Processing (2004) (0)
- Remote Sensing of Land, Ocean, and Atmosphere from the New Generation of Geostationary Satellites III Posters (2019) (0)
- GEONEX: Challenges in Producing MODIS-Like Land Products from a New Generation of Geostationary Sensors (2018) (0)
- Network Science Perspectives on Engineering Adaptation to Climate Change and Weather Extremes (2017) (0)
- A state-space approach to predict stream temperatures and quantify model error: Application on the Sacramento River, California (2010) (0)
- Surface Evaporation Index Derived from Satellite Remote Sensing (2001) (0)
- Multisensor Machine Learning to Retrieve High Spatiotemporal Resolution Land Surface Temperature (2022) (0)
- Numerical Terradynamic Simulation Group 4-2000 Predicting Vintage Quantity and Quality in Coastal California Using Pacific Sea Surface Temperatures (2018) (0)
- Anomaly Detection and Analysis Framework for Terrestrial Observation and Prediction System ( TOPS ) (2011) (0)
- Earth Observations from a New Generation of Geostationary Satellites (2019) (0)
- PROVE Land Cover and Leaf Area of Jornada Experimental Range, New Mexico, 1997 (2003) (0)
- GEONEX: Enhancing Real-time Active Fire Detections from GOES-16/ABI data using Machine Learning (2018) (0)
- A Spatio-temporal Data Mining Approach to Global scale Burned Area Monitoring (2014) (0)
- Land Surface Reflectances from Geostationary Sensors (2018) (0)
- Amazon Rainforest Phenology Observed From Space (2005) (0)
- GEONEX: Land Surface Reflectances from Geostationary Sensors (2018) (0)
- Satellite measurements of changes in water storage and their impact on vegetation dynamics (2013) (0)
- Variation in Leaf Reflectance Spectra Across the California Flora Partitioned by Evolutionary History, Geographic Origin, and Deep Time (2023) (0)
- Reducing Uncertainties in Satellite-derived Forest Aboveground Biomass Estimates using a High Resolution Forest Cover Map (2014) (0)
- Ensemble modeling of carbon and water fluxes for NACP (2007) (0)
- CHARACTERIZING SEASONALITY AND MULTI-RESOLUTION PREDICTIONS OF VIRTUAL SENSORS FOR REMOTE SENSING APPLICATIONS (2006) (0)
- Semantic Interoperability of Long-Tail Geoscience Resources over the Web (2017) (0)
- Synergistic use of MODIS and Nighttime DMSP/OLS Data for the Assessment of the Climatic Effects of Urbanization (2003) (0)
- Continental Spatio-Temporal Data Analysis with Linear Spectral Mixture Model Using FOSS (2015) (0)
- Greening of global lands from twenty-year satellite observation (2019) (0)
- Prediction of the onset of greenness from historical satellite and climate data in California (2006) (0)
- Evolutionary training of deep neural networks on heterogeneous computing environments (2022) (0)
- Large-Scale Machine Learning for Species Distributions (2017) (0)
- A Model Web Interoperability Experiment Using The Terrestrial Observation and Prediction System and OpenModeller (2008) (0)
- NASA Global Daily Downscaled Projections, CMIP6 (2022) (0)
- A GeoNEX-based high-spatiotemporal-resolution product of land surface downward shortwave radiation and photosynthetically active radiation (2023) (0)
- Water Management in Cache County, Utah (2008) (0)
- Modeling Coupled Climate and Urban Land Use Change in the Eastern United States (2010) (0)
- Global Monitoring of Tropical Forest Fires Using A New Predictive Modeling Approach for Rare Classes (2015) (0)
- Generating Accurate and Consistent Top-of-Atmosphere Reflectance Products from the New Generation Geostationary Satellite Sensors (2019) (0)
- Correction to “Seasonal changes in leaf area of Amazon forests from leaf flushing and abscission” (2012) (0)
- GEONEX: Application of Deep Neural Networks and CloudSat Data in Cloud Type Classification of GOES-16 Multispectral Images for Improving PERSIANN-CCS (2018) (0)
- Generating Land Surface Reflectance for the New Generation of Geostationary Satellite Sensors with the MAIAC Algorithm (2017) (0)
- The Sentinel-2 MSI Can Increase the Temporal Resolution of 30m Satellite-Derived LAI Estimates (2016) (0)
- Integrating Parallel and Distributed Data Mining Algorithms into the NASA Earth Exchange (NEX) (2014) (0)
- Structured Estimation in High Dimensions: Applications in Climate (2017) (0)
- Assessment of the Impact of Urban Sprawl on Net Primary Productivity (2002) (0)
- Applications of TOPS Anomaly Detection Framework to Amazon Drought Analysis (2011) (0)
- Remote sensing and ecosystem modeling for monitoring urban ecosystems (2007) (0)
- REMOTELY SENSED CHANGES IN CROP PRODUCTION OVER INDIA (2010) (0)
- Application of a satellite-based terrestrial carbon flux model for quantifying recent climate and fire disturbance impacts on northern ecosystem productivity (2012) (0)
- Long-term dataset of geostationary meteorological satellites can contribute climate change studies: Archiving status in CEReS, Chiba University, Japan, and its utilizations (2019) (0)
- A Decision Support System for Ecosystem-Based Management of Tropical Coral Reef Environments (2010) (0)
- Geonex: Land Surface Monitoring from a New Generation of Geostationary Sensors (2019) (0)
- Impact of Cumulated CO 2 Emission on Air Temperature: Millennial-Scale Prediction (2014) (0)
- Scaling of NEX Anomaly Detection and Analysis Framework to Global Drought Analysis (2012) (0)
- GEONEX: Webpage to Display NASA-NOAA Collaboration of Producing Land Surface Products from Geostationary Sensors (2018) (0)
- High-resolution mapping of daily climate variables by aggregating multiple spatial datasets with the random forest algorithm over the conterminous US (2019) (0)
- An Ecological Forecasting Agent (2005) (0)
- Phenoregions For Monitoring Vegetation Responses to Climate Change (2005) (0)
- CHARACTERIZING VARIABILITY AND MULTI-RESOLUTION PREDICTIONS OF VIRTUAL SENSORS (2006) (0)
- Remotely sensed estimates of canopy stomatal conductance for regions around flux towers (2004) (0)
- Integrating Satellite and Surface Sensor Networks for Irrigation Management Applications in California (2016) (0)
- Initializing Weather Research and Forecasting (WRF) model with land surface conditions from the Terrestrial Observation and PredictionSystem (TOPS) (2008) (0)
- Linear Subpixel Learning Algorithm for Land Cover Classification from WELD using High Performance Computing (2017) (0)
- Validation of the Land Cover Dynamics Product from MODIS with Field Data and MERIS Derived Phenology Estimates over North America (2011) (0)
- Ecological Forecasting: Advanced Technologies for Discovery in Earth Science Data (2005) (0)
- AUTOMATED BLENDING OF LANDSAT AND MODIS SURFACE REFLECTANCES AT GLOBAL SCALES (2010) (0)
- What does global land climate look like at 2 degrees warming? (2022) (0)
- FOR 532.01: Forest Ecosystem Processes (2000) (0)
- Earth System Data Record of Vegetation Leaf Area Index from Multiple Satellite-Borne Sensors: Evaluation and Validation (2009) (0)
- Building A Community Focused Data and Modeling Collaborative platform with Hardware Virtualization Technology (2009) (0)
- Optical Flow for Intermediate Frame Interpolation of Multispectral Geostationary Satellite Data (2019) (0)
- On the Asymmetry of Indian Summer Monsoon Predictability During Warm and Cold ENSO Events (2011) (0)
- Comparison between energy balance and mass balance models for actual evapotranspiration assessment (2009) (0)
- Dense Feature Tracking of Atmospheric Winds with Deep Optical Flow (2022) (0)
- Applications of wireless sensor networks, soil water balance modeling, and satellite data for crop evapotranspiration monitoring and irrigation management support (2011) (0)
- Using NASA Earth Exchange (NEX) to develop annual US Forest Disturbance products (2014) (0)
- IN13B-1660: Analytics and Visualization Pipelines for Big Data on the NASA Earth Exchange (NEX) and OpenNEX (2016) (0)
- Global net primary production and heterotrophic respiration for 1987 (1995) (0)
- Mapping Stand Age of global primary forests Using Remote Sensing Data (2012) (0)
- Compressing Earth science datasets with quantum-assisted machine learning algorithms (2018) (0)
- Very High Resolution Mapping of Tree Cover Using Scalable Deep Learning Architectures (2016) (0)
- Enabling Research Tools for Sustained Climate Assessment (2016) (0)
- NEX-AI: Deployment of Machine Learning Pipelines using Google Cloud ML Engine and AWS SageMaker (2018) (0)
- A Quarter-Century U.S. Forest Disturbance History Mapped from Landsat (2014) (0)
- Prototyping Global Web Enabled Landsat Data Production, Distribution and Visualization (2012) (0)
- A community-oriented workflow reuse and recommendation technique (2015) (0)
- C3: A Collaborative Web Framework for NASA Earth Exchange (2010) (0)
- Extending TOPS: Knowledge Management System for Anomaly Detection and Analysis (2009) (0)
- GeoNEX: A Cloud Gateway for Near Real-time Processing of Geostationary Satellite Products (2019) (0)
- Terrestrial Biomass Pilot Product: Estimating Biomass and Carbon Storage by Combining Satellite and Ground Observations (2010) (0)
- Extending TOPS: Ontology-driven Anomaly Detection and Analysis System (2010) (0)
- CO2 Fertilization: What Models Can Talk to Observations (2013) (0)
- Applications of Satellite Data to Support Improvements in Irrigation and Groundwater Management in California (2017) (0)
- Open NASA Earth Exchange (OpenNEX): A Public-Private Partnership for Climate Change Research (2014) (0)
- Quantifying Seasonal Variation in Cloud Cover with Predictive Models (2005) (0)
- Pre-Launch Tasks Proposed in our Contract of December 1991 (1997) (0)
- Ecological condition of US National Parks: Enhancing decision support through monitoring, analysis, and forecasting. (2006) (0)
- DeepSAT: A Deep Learning Approach to Tree-cover Delineation in 1-m NAIP Imagery for the Continental United States (2016) (0)
- Recent climate-induced variations in terrestrial carbon cycle over tropics: A model simulation (2003) (0)
- Evaluation of Terrestrial Carbon Cycle with the Land Use Harmonization Dataset (2017) (0)
- Modeling the effects of climate and land use change on carbon and trace gas budgets over the Amazon Region using NASA satellite products. (2007) (0)
- Estimation of spatial variability in humidity, wind, and solar radiation using the random forest algorithm for the conterminous USA (2015) (0)
- Automatic, Real-Time Algorithms for Anomaly Detection in High Resolution Satellite Imagery (2008) (0)
- GEONEX: CloudCNN 2.0 - A Deep Neural Network for Real-time Cloud Type Classification and Segmentation from Geostationary Data (2018) (0)
- Building Geospatial Web Services for Ecological Monitoring and Forecasting (2008) (0)
- GEONEX: Land monitoring from a new generation of geostationary satellite sensors (2017) (0)
- The Evolution of an Object-oriented Big Data Tool for Analysis of Climate Extremes (2019) (0)
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What Schools Are Affiliated With Ramakrishna R. Nemani?
Ramakrishna R. Nemani is affiliated with the following schools:
