Agricultural and Forest Meteorology

Article	Citations
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches	163
Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites	153
Tree mortality of European beech and Norway spruce induced by 2018-2019 hot droughts in central Germany	120
Increasing Tibetan Plateau terrestrial evapotranspiration primarily driven by precipitation	112
Attribution of climate and human activities to vegetation change in China using machine learning techniques	102
Impact of recent vegetation greening on temperature and precipitation over China	97
An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China	88
Evolution of light use efficiency models: Improvement, uncertainties, and implications	86
Contributions of climate change, elevated atmospheric CO2 and human activities to ET and GPP trends in the Three-North Region of China	82
Diffuse solar radiation and canopy photosynthesis in a changing environment	80
NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests	80
Moving beyond the incorrect but useful paradigm: reevaluating big-leaf and multilayer plant canopies to model biosphere-atmosphere fluxes – a review	79
Effect of shrub encroachment on land surface temperature in semi-arid areas of temperate regions of the Northern Hemisphere	72
The role of climate change and vegetation greening on evapotranspiration variation in the Yellow River Basin, China	66
Integrating satellite-derived climatic and vegetation indices to predict smallholder maize yield using deep learning	60
Estimation of actual evapotranspiration and its components in an irrigated area by integrating the Shuttleworth-Wallace and surface temperature-vegetation index schemes using the particle swarm optimi	60
Monitoring drought impacts on crop productivity of the U.S. Midwest with solar-induced fluorescence: GOSIF outperforms GOME-2 SIF and MODIS NDVI, EVI, and NIRv	60
Responses of vegetation greenness and carbon cycle to extreme droughts in China	58
Response of vegetation to drought in the Tibetan Plateau: Elevation differentiation and the dominant factors	58
Evaluation of ecosystem resilience to drought based on drought intensity and recovery time	57
Regional contributions to interannual variability of net primary production and climatic attributions	57
Warmer spring alleviated the impacts of 2018 European summer heatwave and drought on vegetation photosynthesis	56
GRACE-based high-resolution propagation threshold from meteorological to groundwater drought	54
Bayesian Multi-modeling of Deep Neural Nets for Probabilistic Crop Yield Prediction	54
Water Availability Impacts on Evapotranspiration Partitioning	53

Machine learning in crop yield modelling: A powerful tool, but no surrogate for science	53
Global spatiotemporal consistency between meteorological and soil moisture drought indices	52
Vegetation structural change and CO2 fertilization more than offset gross primary production decline caused by reduced solar radiation in China	52
Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model	52
Water use efficiency and its drivers in four typical agroecosystems based on flux tower measurements	52
Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 2019	51
Legacy effects of spring phenology on vegetation growth under preseason meteorological drought in the Northern Hemisphere	51
Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico	50
Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China	49
Precipitation dominates the transpiration of both the economic forest (Malus pumila) and ecological forest (Robinia pseudoacacia) on the Loess Plateau after about 15 years of water depletion in deep s	48
Response of global land evapotranspiration to climate change, elevated CO2, and land use change	47
Elevation dependence of drought legacy effects on vegetation greenness over the Tibetan Plateau	45
Assessing bi-directional effects on the diurnal cycle of measured solar-induced chlorophyll fluorescence in crop canopies	45
An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring	45
Canopy clumping index (CI): A review of methods, characteristics, and applications	45
Contrasting adaptive strategies by Caragana korshinskii and Salix psammophila in a semiarid revegetated ecosystem	44
A parametric multivariate drought index for drought monitoring and assessment under climate change	44
Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China	43
Drought assessment of China in 2002–2017 based on a comprehensive drought index	43
Microclimatic edge-to-interior gradients of European deciduous forests	43
Spring photosynthetic phenology of Chinese vegetation in response to climate change and its impact on net primary productivity	42
Impact assessment of climate change and human activities on GHG emissions and agricultural water use	41
Estimates of methane emissions from Chinese rice fields using the DNDC model	40
Premature leaf discoloration of European deciduous trees is caused by drought and heat in late spring and cold spells in early fall	40
Assessment of future potential carbon sequestration and water consumption in the construction area of the Three-North Shelterbelt Programme in China	39
Darker, cooler, wetter: forest understories influence surface fuel moisture	39
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar	39
Vegetation controls of water and energy balance of a drained peatland forest: Responses to alternative harvesting practices	38
Interannual variation in sap flow response in three xeric shrub species to periodic drought	38
PhenoFlex - an integrated model to predict spring phenology in temperate fruit trees	38
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data	38
Biophysical drivers of net ecosystem and methane exchange across phenological phases in a tidal salt marsh	38
Drought trigger thresholds for different levels of vegetation loss in China and their dynamics	38
Unravelling the effect of species mixing on water use and drought stress in Mediterranean forests: A modelling approach	37
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands	37
Afforestation increases ecosystem productivity and carbon storage in China during the 2000s	37
Evapotranspiration components and water use efficiency from desert to alpine ecosystems in drylands	37
Modelling the influence of incident radiation on the SIF-based GPP estimation for maize	37
Integrating continuous atmospheric boundary layer and tower-based flux measurements to advance understanding of land-atmosphere interactions	37
Global quantification of the bidirectional dependency between soil moisture and vegetation productivity	37
Effects of anthropogenic revegetation on the water and carbon cycles of a desert steppe ecosystem	37
A field-based high-throughput method for acquiring canopy architecture using unmanned aerial vehicle images	36
Only sun-lit leaves of the uppermost canopy exceed both air temperature and photosynthetic thermal optima in a wet tropical forest	36
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China	36
Drought limits alpine meadow productivity in northern Tibet	36
Phenology determines water use strategies of three economic tree species in the semi-arid Loess Plateau of China	35
Quantifying effects of compound dry-hot extremes on vegetation in Xinjiang (China) using a vine-copula conditional probability model	35
Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models	35
Susceptibility of vegetation low-growth to climate extremes on Tibetan Plateau	35
Responses of maize with different growth periods to heat stress around flowering and early grain filling	34

Reducing agriculture irrigation water consumption through reshaping cropping systems across China	34
Sustainable high yields can be achieved in drylands on the Loess Plateau by changing water use patterns through integrated agronomic management	34
To bias correct or not to bias correct? An agricultural impact modelers’ perspective on regional climate model data	34
Climate warming-induced drought constrains vegetation productivity by weakening the temporal stability of the plant community in an arid grassland ecosystem	33
Impacts of deep-rooted fruit trees on recharge of deep soil water using stable and radioactive isotopes	33
The role of phenology in the climate change impacts and adaptation strategies for tree crops: a case study on almond orchards in Southern Europe	33
Environment-sensitivity functions for gross primary productivity in light use efficiency models	33
Significant water stress on gross primary productivity during flash droughts with hot conditions	33
Rainfall seasonality and timing: implications for cereal crop production in Ethiopia	33
Changes in climate-crop yield relationships affect risks of crop yield reduction	33
Combined control of multiple extreme climate stressors on autumn vegetation phenology on the Tibetan Plateau under past and future climate change	32
Matching high resolution satellite data and flux tower footprints improves their agreement in photosynthesis estimates	32
Impacts of juniper woody plant encroachment into grasslands on local climate	32
The impact of drought and heat stress at flowering on maize kernel filling: Insights from the field and laboratory	32
Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning	31
Yield forecasting with machine learning and small data: What gains for grains?	31
Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for U.S. Midwestern agroecosystems	31
Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau	31
Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration	30
Effects of vegetation on the spatial and temporal variation of microclimate in the urbanized Salt Lake Valley	30
Thinning promotes the nitrogen and phosphorous cycling in forest soils	30
Causes for the increases in both evapotranspiration and water yield over vegetated mainland China during the last two decades	30
Long-term growth decline precedes sudden crown dieback of European beech	29
Phenological shifts induced by climate change amplify drought for broad-leaved trees at low elevations in Switzerland	29
Adapting to climate change precisely through cultivars renewal for rice production across China: When, where, and what cultivars will be required?	29
Effects of land-use change and drought on decadal evapotranspiration and water balance of natural and managed forested wetlands along the southeastern US lower coastal plain	29
Hydrometeorological sensitivities of net ecosystem carbon dioxide and methane exchange of an Amazonian palm swamp peatland	29
Estimation of global GPP from GOME-2 and OCO-2 SIF by considering the dynamic variations of GPP-SIF relationship	28
Nitrogen nutrition addition mitigated drought stress by improving carbon exchange and reserves among two temperate trees	28
Relative humidity and agricultural activities dominate wildfire ignitions in Yunnan, Southwest China: Patterns, thresholds, and implications	28
Climate warming outweighed agricultural managements in affecting wheat phenology across China during 1981–2018	28
Effects of various cutting treatments and topographic factors on microclimatic conditions in Dinaric fir-beech forests	28
Assessing environment types for maize, soybean, and wheat in the United States as determined by spatio-temporal variation in drought and heat stress	28
Snow dynamics influence tree growth by controlling soil temperature in mountain pine forests	27
Thinning decreases above-ground biomass increment in central European beech forests but does not change individual tree resistance to climate events	27
Time and frequency domain reflectometry for the measurement of tree stem water content: A review, evaluation, and future perspectives	27
Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity	27
Stable gap-filling for longer eddy covariance data gaps: A globally validated machine-learning approach for carbon dioxide, water, and energy fluxes	27
Forest floor fluxes drive differences in the carbon balance of contrasting boreal forest stands	26
Biophysical control on nighttime sap flow in Salix psammophila in a semiarid shrubland ecosystem	26
Effects of soil water content on forest ecosystem water use efficiency through changes in transpiration/evapotranspiration ratio	26
Spatiotemporal characteristics of the soil freeze-thaw state and its variation under different land use types - A case study in Northeast China	26
Direct partitioning of eddy-covariance water and carbon dioxide fluxes into ground and plant components	26
Comparison of satellite-based models for estimating gross primary productivity in agroecosystems	26
Increasing importance of precipitation in spring phenology with decreasing latitudes in subtropical forest area in China	26
Improved mapping and change detection of the start of the crop growing season in the US Corn Belt from long-term AVHRR NDVI	26
Modelling of three-dimensional, diurnal light extinction in two contrasting forests	25
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar	25
Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic adaptability	25
Rainfall partitioning in the Cerrado and its influence on net rainfall nutrient fluxes	25
Transpiration and evaporation in a Californian oak-grass savanna: Field measurements and partitioning model results	25
Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes	25
Discrepant responses between evapotranspiration- and transpiration-based ecosystem water use efficiency to interannual precipitation fluctuations	25
Earlier snowmelt predominates advanced spring vegetation greenup in Alaska	25
Tree-ring density and carbon isotope composition are early-warning signals of drought-induced mortality in the drought tolerant Canary Island pine	24
Effects of warming and clipping on CH4 and N2O fluxes in an alpine meadow	24
Gross primary production (GPP) and red solar induced fluorescence (SIF) respond differently to light and seasonal environmental conditions in a subalpine conifer forest	24
Disentangling the effects of stand and climatic variables on forest productivity of Chinese fir plantations in subtropical China using a random forest algorithm	24
Development of a topographic-corrected temperature and greenness model (TG) for improving GPP estimation over mountainous areas	24
Modeling the response of winter wheat phenology to low temperature stress at elongation and booting stages	24
On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient	24
Photosynthesis phenology, as defined by solar-induced chlorophyll fluorescence, is overestimated by vegetation indices in the extratropical Northern Hemisphere	24
Prolonged impacts of extreme precipitation events weakened annual ecosystem CO2 sink strength in a coastal wetland	24
Environmental and biotic controls on the interannual variations in CO2 fluxes of a continental monsoon temperate forest	24
Snow cover controls seasonally frozen ground regime on the southern edge of Altai Mountains	23
Modification of the microclimate and water balance through the integration of trees into temperate cropping systems	23
Shifts in the thermal niche of fruit trees under climate change: The case of peach cultivation in France	23
Precipitation rather than evapotranspiration determines the warm-season water supply in an alpine shrub and an alpine meadow	23
Transpirational cooling and physiological responses of trees to heat	23
Assessing future drought risks and wheat yield losses in England	23
A sentinel-2-based triangular vegetation index for chlorophyll content estimation	23
Differences in growth pattern and response to climate warming between Larix olgensis and Pinus koraiensis in Northeast China are related to their distinctions in xylem hydraulics	23
Evapotranspiration partitioning and its interannual variability over a winter wheat-summer maize rotation system in the North China Plain	23
Predicting within-field soybean yield variability by coupling Sentinel-2 leaf area index with a crop growth model	23
Predicted range shifts of alien tree species in Europe	22
Ecological restoration exacerbates the agriculture-induced water crisis in North China Region	22
Investigating the urban-induced microclimate effects on winter wheat spring phenology using Sentinel-2 time series	22
Estimating canopy leaf physiology of tomato plants grown in a solar greenhouse: Evidence from simulations of light and thermal microclimate using a Functional-Structural Plant Model	22
Estimating ammonia emissions from cropland in China based on the establishment of agro-region-specific models	22
Impact of partial harvest on CH4 and N2O balances of a drained boreal peatland forest	22

Climate change impact on the population dynamics of exotic pathogens: The case of the worldwide pathogen Phytophthora cinnamomi	22
Calibration and characterisation of four chlorophyll meters and transmittance spectroscopy for non-destructive estimation of forest leaf chlorophyll concentration	22
The effectiveness of a single Tamarix tree in reducing aeolian erosion in an arid region	22
Biophysical effects of paddy rice expansion on land surface temperature in Northeastern Asia	22
Fifteen-year Variations of Water Use Efficiency over a Wheat-Maize Rotation Cropland in the North China Plain	22
Simulating the effects of low-temperature stress on wheat biomass growth and yield	22
Evaluation of the light profile and carbon assimilation of tomato plants in greenhouses with respect to film diffuseness and regional solar radiation using ray-tracing simulation	22
Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity	22
Crop calendar optimization for climate change adaptation in rice-based multiple cropping systems of India and Bangladesh	22
Radial growth of Larix sibirica was more sensitive to climate at low than high altitudes in the Altai Mountains, China	21
Drought-induced decoupling between carbon uptake and tree growth impacts forest carbon turnover time	21
Understanding and reducing the uncertainties of land surface energy flux partitioning within CMIP6 land models	21
Seasonal variations in leaf-level photosynthesis and water use efficiency of three isohydric to anisohydric conifers on the Tibetan Plateau	21
Urban tree growth and ecosystem services under extreme drought	21
An improved drought-fire assessment for managing fire risks in tropical peatlands	21
Temporal consistency of undercanopy thermal refugia in old-growth forest	21
Copula-based probabilistic assessment of intensity and duration of cold episodes: A case study of Malayer vineyard region	21
Strong regional influence of climatic forcing datasets on global crop model ensembles	21
Linking vegetation spectral reflectance with ecosystem carbon phenology in a temperate salt marsh	21
Identifying microclimate tree seedling refugia in post-wildfire landscapes	21
Ground and satellite phenology in alpine forests are becoming more heterogeneous across higher elevations with warming	20
Different response of earlywood vessel features of Fraxinus mandshurica to rapid warming in warm-dry and cold-wet areas	20
DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information	20
Adjusting the sowing date of spring maize did not mitigate against heat stress in the North China Plain	20
Three-dimensional estimation of deciduous forest canopy structure and leaf area using multi-directional, leaf-on and leaf-off airborne lidar data	20
Multi-year eddy covariance measurements of net ecosystem exchange in tropical dry deciduous forest of India	20
Leaf and ecosystem water use efficiencies differ in their global-scale patterns and drivers	20
Temperature responses of photosynthesis and stomatal conductance in rice and wheat plants	20
Vegetation-heatwave correlations and contrasting energy exchange responses of different vegetation types to summer heatwaves in the Northern Hemisphere during the 1982–2011 period	20
Continental-scale prediction of live fuel moisture content using soil moisture information	20
Variations in water-balance components and carbon stocks in poplar plantations with differing water inputs over a whole rotation: implications for sustainable forest management under climate change	20
Modeling climate change impacts on blue, green, and grey water footprints and crop yields in the Texas High Plains, USA	20
Possible negative effects of earlier thaw onset and longer thaw duration on vegetation greenness over the Tibetan Plateau	20
Continuous observations of forest canopy structure using low-cost digital camera traps	20
Identifying sources of uncertainty in wheat production projections with consideration of crop climatic suitability under future climate	20
Drought-related leaf functional traits control spatial and temporal dynamics of live fuel moisture content	20
Effect of the roadside tree canopy structure and the surrounding on the daytime urban air temperature in summer	19
Process-based analysis of Thinopyrum intermedium phenological development highlights the importance of dual induction for reproductive growth and agronomic performance	19
Spatial-temporal differentiations in water use of coexisting trees from a subtropical evergreen broadleaved forest in Southwest China	19
Using support vector machine to deal with the missing of solar radiation data in daily reference evapotranspiration estimation in China	19
Converted vegetation type regulates the vegetation greening effects on land surface albedo in arid regions of China	19
Evaluation of four image fusion NDVI products against in-situ spectral-measurements over a heterogeneous rice paddy landscape	19
Plant-groundwater interactions in drylands: A review of current research and future perspectives	19
Testing three rainfall interception models and different parameterization methods with data from an open Mediterranean pine forest	19
Unraveling uncertainty drivers of the maize yield response to nitrogen: A Bayesian and machine learning approach	19
The chilling requirement of subtropical trees is fulfilled by high temperatures: A generalized hypothesis for tree endodormancy release and a method for testing it	19
Remotely sensed phenological heterogeneity of restored wetlands: linking vegetation structure and function	19
Potential of UAV-based sun-induced chlorophyll fluorescence to detect water stress in sugar beet	19
Relative importance of climatic variables, soil properties and plant traits to spatial variability in net CO2 exchange across global forests and grasslands	19
Water use pattern and transpiration of Mongolian pine plantations in relation to stand age on northern Loess Plateau of China	19
Citizen science helps predictions of climate change impact on flowering phenology: A study on Anemone nemorosa	19
Evaluation of crop model prediction and uncertainty using Bayesian parameter estimation and Bayesian model averaging	19
Critical analysis of methods to estimate the fraction of absorbed or intercepted photosynthetically active radiation from ground measurements: Application to rice crops	19
Vulnerability of crop water footprint in rain-fed and irrigation agricultural production system under future climate scenarios	19
Sunfleck properties from time series of fluctuating light	19
Warming tends to decrease ecosystem carbon and water use efficiency in dissimilar ways in an alpine meadow and a cultivated grassland in the Tibetan Plateau	19
Soil moisture determines the effects of climate warming on spring phenology in grasslands	19
Temperature-precipitation background affects spatial heterogeneity of spring phenology responses to climate change in northern grasslands (30°N-55°N)	19
Resistance and resilience of grasslands to drought detected by SIF in inner Mongolia, China	19
Spatiotemporal variations in the ratio of transpiration to evapotranspiration and its controlling factors across terrestrial biomes	19
Divergent responses of moss- and lichen-dominated biocrusts to warming and increased drought in arid desert regions	19
Carbon dioxide balance of an oil palm plantation established on tropical peat	19
Identifying the determinants of crop yields in China since 1952 and its policy implications	18
Disintegrating the impact of climate change on maize yield from human management practices in China	18
Differential response of oak and beech to late frost damage: an integrated analysis from organ to forest	18
Predicting the response of a potato-grain production system to climate change for a humid continental climate using DSSAT	18
Autumn Phenology and Its Covariation with Climate, Spring Phenology and Annual Peak Growth on the Mongolian Plateau	18
Assessing the impact of urbanization on urban evapotranspiration and its components using a novel four-source energy balance model	18
Methane emissions during different freezing-thawing periods from a fen on the Qinghai-Tibetan Plateau: Four years of measurements	18
Carbon dioxide fluxes of a mountain grassland: Drivers, anomalies and annual budgets	18
Causality guided machine learning model on wetland CH4 emissions across global wetlands	18
Modelling actual evapotranspiration using a two source energy balance model with Sentinel imagery in herbaceous-free and herbaceous-cover Mediterranean olive orchards	18
Stand age and precipitation affect deep soil water depletion of economical forest in the loess area	18
Assessing the relative importance of sunshine, temperature, precipitation, and spring phenology in regulating leaf senescence timing of herbaceous species in China	18
An enhanced shuttleworth-wallace model for simulation of evapotranspiration and its components	18
Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield	18
Age-related water use characteristics of Robinia pseudoacacia on the Loess Plateau	18
Evapotranspiration from the understory of a tropical dry deciduous forest in Cambodia	18
Physiological dynamics dominate the response of canopy far-red solar-induced fluorescence to herbicide treatment	18
Agroforestry reclamations decreased the CO2 budget of a coastal wetland in the Yangtze estuary	18
Varying growth response of Central European tree species to the extraordinary drought period of 2018 – 2020	18
Gross primary productivity of Brazilian Savanna (Cerrado) estimated by different remote sensing-based models	18
Evapotranspiration simulation from a sparsely vegetated agricultural field in a semi-arid agro-ecosystem using Penman-Monteith models	18
Comparison of canopy transpiration between Pinus sylvestris var. mongolica and Pinus tabuliformis plantations in a semiarid sandy region of Northeast China	18
Cultivar-specific responses of sweet cherry flowering to rising temperatures during dormancy	17
Integrating chlorophyll fluorescence parameters into a crop model improves growth prediction under severe drought	17
Dynamics of global dryland vegetation were more sensitive to soil moisture: Evidence from multiple vegetation indices	17
Spatial-temporal dynamics of maize and soybean planted area, harvested area, gross primary production, and grain production in the Contiguous United States during 2008-2018	17
Vapor pressure deficit constrains transpiration and photosynthesis in holm oak: A comparison of three methods during summer drought.	17
Asymmetric daytime and nighttime surface temperature feedback induced by crop greening across Northeast China	17
Soil C/N ratio is the dominant control of annual N2O fluxes from organic soils of natural and semi-natural ecosystems	17
Nitrogen allocation regulates the relationship between maximum carboxylation rate and chlorophyll content along the vertical gradient of subtropical forest canopy	17
Forecasting frost risk in forest plantations by the combination of spatial data and machine learning algorithms	17
Multi-model evaluation of phenology prediction for wheat in Australia	17
Globally assessing the hysteresis between sub-diurnal actual evaporation and vapor pressure deficit at the ecosystem scale: Patterns and mechanisms	17