Agricultural and Forest Meteorology

Article	Citations
Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil	200
Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer – a case study of small farmlands in the South of China	146
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches	127
Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites	125
Increasing Tibetan Plateau terrestrial evapotranspiration primarily driven by precipitation	90
Redefining droughts for the U.S. Corn Belt: The dominant role of atmospheric vapor pressure deficit over soil moisture in regulating stomatal behavior of Maize and Soybean	90
A near real-time deep learning approach for detecting rice phenology based on UAV images	90
Tree mortality of European beech and Norway spruce induced by 2018-2019 hot droughts in central Germany	86
Attribution of climate and human activities to vegetation change in China using machine learning techniques	86
Impact of recent vegetation greening on temperature and precipitation over China	85
Tree cooling effects and human thermal comfort under contrasting species and sites	83
Dynamic wheat yield forecasts are improved by a hybrid approach using a biophysical model and machine learning technique	71
Contributions of climate change, elevated atmospheric CO2 and human activities to ET and GPP trends in the Three-North Region of China	70
An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China	69
Moving beyond the incorrect but useful paradigm: reevaluating big-leaf and multilayer plant canopies to model biosphere-atmosphere fluxes – a review	65
Diffuse solar radiation and canopy photosynthesis in a changing environment	65
Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges	62
Evolution of light use efficiency models: Improvement, uncertainties, and implications	62
Warming and precipitation addition interact to affect plant spring phenology in alpine meadows on the central Qinghai-Tibetan Plateau	61
Spatio-temporal assessment of beech growth in relation to climate extremes in Slovenia – An integrated approach using remote sensing and tree-ring data	61
Effect of shrub encroachment on land surface temperature in semi-arid areas of temperate regions of the Northern Hemisphere	61
Effects of disturbance patterns and deadwood on the microclimate in European beech forests	60
Environmental and biophysical controls of evapotranspiration from Seasonally Dry Tropical Forests (Caatinga) in the Brazilian Semiarid	59
NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests	56
The role of climate change and vegetation greening on evapotranspiration variation in the Yellow River Basin, China	54

Vapour pressure deficit and solar radiation are the major drivers of transpiration of balsam fir and black spruce tree species in humid boreal regions, even during a short-term drought	52
GRACE satellite-based drought index indicating increased impact of drought over major basins in China during 2002–2017	51
Warmer spring alleviated the impacts of 2018 European summer heatwave and drought on vegetation photosynthesis	50
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	50
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	50
Regional contributions to interannual variability of net primary production and climatic attributions	49
Shift in the trend of browning in Southwestern Tibetan Plateau in the past two decades	47
Response of vegetation to drought in the Tibetan Plateau: Elevation differentiation and the dominant factors	47
Fluctuations of CO2 in Free-Air CO2 Enrichment (FACE) depress plant photosynthesis, growth, and yield	47
Temperature-based grapevine sugar ripeness modelling for a wide range of Vitis vinifera L. cultivars	47
The potential of remote sensing-based models on global water-use efficiency estimation: An evaluation and intercomparison of an ecosystem model (BESS) and algorithm (MODIS) using site level and upscal	47
Responses of vegetation greenness and carbon cycle to extreme droughts in China	46
Inter-individual variability in spring phenology of temperate deciduous trees depends on species, tree size and previous year autumn phenology	44
Impacts of 1.5 and 2.0°C global warming on rice production across China	44
Influence of growing season temperature and precipitation anomalies on crop yield in the southeastern United States	44
Vegetation structural change and CO2 fertilization more than offset gross primary production decline caused by reduced solar radiation in China	44
Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 2019	43
Machine learning in crop yield modelling: A powerful tool, but no surrogate for science	43
Modification of surface energy balance during springtime: The relative importance of biophysical and meteorological changes	43
Patterns in the spectral composition of sunlight and biologically meaningful spectral photon ratios as affected by atmospheric factors	42
GRACE-based high-resolution propagation threshold from meteorological to groundwater drought	42
Integrating satellite-derived climatic and vegetation indices to predict smallholder maize yield using deep learning	42
Assessing bi-directional effects on the diurnal cycle of measured solar-induced chlorophyll fluorescence in crop canopies	42
Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model	41
Water use efficiency and its drivers in four typical agroecosystems based on flux tower measurements	41
Heat shocks increasingly impede grain filling but have little effect on grain setting across the Australian wheatbelt	41
Legacy effects of spring phenology on vegetation growth under preseason meteorological drought in the Northern Hemisphere	41
Satellite-based reflectances capture large fraction of variability in global gross primary production (GPP) at weekly time scales	41
Global spatiotemporal consistency between meteorological and soil moisture drought indices	40
Water Availability Impacts on Evapotranspiration Partitioning	40
Response of global land evapotranspiration to climate change, elevated CO2, and land use change	39
Elevation dependence of drought legacy effects on vegetation greenness over the Tibetan Plateau	38
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	38
Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China	38
Vegetation greening intensified soil drying in some semi-arid and arid areas of the world	38
Microclimatic edge-to-interior gradients of European deciduous forests	38
Bayesian Multi-modeling of Deep Neural Nets for Probabilistic Crop Yield Prediction	38
Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico	38
An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring	38
Large-scale afforestation significantly increases permanent surface water in China's vegetation restoration regions	37
Can changes in autumn phenology facilitate earlier green-up date of northern vegetation?	37
Canopy clumping index (CI): A review of methods, characteristics, and applications	37
Shifts in ecosystem water use efficiency on china's loess plateau caused by the interaction of climatic and biotic factors over 1985–2015	36
Delayed autumn leaf senescence date prolongs the growing season length of herbaceous plants on the Qinghai–Tibetan Plateau	36
Biophysical controls on nocturnal sap flow in plantation forests in a semi-arid region of northern China	36
Grain yield, root growth habit and lodging of eight oilseed rape genotypes in response to a short period of heat stress during flowering	35
Premature leaf discoloration of European deciduous trees is caused by drought and heat in late spring and cold spells in early fall	35
Water use characteristics of the common tree species in different plantation types in the Loess Plateau of China	35
Elevation gradients affect the differences of arbuscular mycorrhizal fungi diversity between root and rhizosphere soil	35
Exploring evapotranspiration changes in a typical endorheic basin through the integrated observatory network	34

Spring vegetation green-up dynamics in Central Europe based on 20-year long MODIS NDVI data	34
A parametric multivariate drought index for drought monitoring and assessment under climate change	34
Global climatic controls on interannual variability of ecosystem productivity: Similarities and differences inferred from solar-induced chlorophyll fluorescence and enhanced vegetation index	34
Evaluation of ecosystem resilience to drought based on drought intensity and recovery time	34
Assessing synergistic effects of no-tillage and cover crops on soil carbon dynamics in a long-term maize cropping system under climate change	34
An assessment study of three indirect methods for estimating leaf area density and leaf area index of individual trees	34
Contrasting adaptive strategies by Caragana korshinskii and Salix psammophila in a semiarid revegetated ecosystem	34
Aboveground tree growth is a minor and decoupled fraction of boreal forest carbon input	33
Darker, cooler, wetter: forest understories influence surface fuel moisture	33
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands	33
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar	33
Growth stage-dependent responses of carbon fixation process of alpine grasslands to climate change over the Tibetan Plateau, China	33
Vegetation controls of water and energy balance of a drained peatland forest: Responses to alternative harvesting practices	32
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data	32
Evaluating drought-induced mortality risk for Robinia pseudoacacia plantations along the precipitation gradient on the Chinese Loess Plateau	32
Assessment of future potential carbon sequestration and water consumption in the construction area of the Three-North Shelterbelt Programme in China	32
Coupling evapotranspiration partitioning with water migration to identify the water consumption characteristics of wheat and maize in an intercropping system	32
Only sun-lit leaves of the uppermost canopy exceed both air temperature and photosynthetic thermal optima in a wet tropical forest	32
Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data	32
Impact assessment of climate change and human activities on GHG emissions and agricultural water use	32
Integrating continuous atmospheric boundary layer and tower-based flux measurements to advance understanding of land-atmosphere interactions	31
Coherent responses of terrestrial C:N stoichiometry to drought across plants, soil, and microorganisms in forests and grasslands	31
Dendroecology in common gardens: Population differentiation and plasticity in resistance, recovery and resilience to extreme drought events in Pinus pinaster	31
Estimates of methane emissions from Chinese rice fields using the DNDC model	31
Effect of using pruning waste as an organic mulching on a drip-irrigated vineyard evapotranspiration under a semi-arid climate	31
Modelling the influence of incident radiation on the SIF-based GPP estimation for maize	31
Recent evolution of spatial and temporal patterns of burnt areas and fire weather risk in the Iberian Peninsula	31
Evapotranspiration components and water use efficiency from desert to alpine ecosystems in drylands	31
Drought limits alpine meadow productivity in northern Tibet	31
Drought assessment of China in 2002–2017 based on a comprehensive drought index	31
Lightning-caused fires in the Alps: Identifying the igniting strokes	30
The role of phenology in the climate change impacts and adaptation strategies for tree crops: a case study on almond orchards in Southern Europe	30
Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China	30
A field-based high-throughput method for acquiring canopy architecture using unmanned aerial vehicle images	30
To bias correct or not to bias correct? An agricultural impact modelers’ perspective on regional climate model data	30
A multiple-temporal scale analysis of biophysical control of sap flow in Salix psammophila growing in a semiarid shrubland ecosystem of northwest China	30
Unravelling the effect of species mixing on water use and drought stress in Mediterranean forests: A modelling approach	30
Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm	29
Effects of anthropogenic revegetation on the water and carbon cycles of a desert steppe ecosystem	29
Variation of gross primary production, evapotranspiration and water use efficiency for global croplands	29
Interannual variation in sap flow response in three xeric shrub species to periodic drought	29
Weather-related thresholds for wildfire danger in a Mediterranean region: The case of Greece	29
Biophysical drivers of net ecosystem and methane exchange across phenological phases in a tidal salt marsh	29
Sustainable high yields can be achieved in drylands on the Loess Plateau by changing water use patterns through integrated agronomic management	29
Afforestation increases ecosystem productivity and carbon storage in China during the 2000s	29
Responses of maize with different growth periods to heat stress around flowering and early grain filling	28
Effects of human-related and biotic landscape features on the occurrence and size of modern forest fires in Sweden	28
Mapping the sensitivity of agriculture to drought and estimating the effect of irrigation in the United States, 1950–2016	28
PhenoFlex - an integrated model to predict spring phenology in temperate fruit trees	28
Rainfall seasonality and timing: implications for cereal crop production in Ethiopia	28
Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for U.S. Midwestern agroecosystems	28
Tracking forest biophysical properties with automated digital repeat photography: A fisheye perspective using digital hemispherical photography from below the canopy	28
Yield forecasting with machine learning and small data: What gains for grains?	27
Impacts of deep-rooted fruit trees on recharge of deep soil water using stable and radioactive isotopes	27
Comparison of satellite remote sensing derived precipitation estimates and observed data in Kenya	27
Net ecosystem carbon budget of a grassland ecosystem in central Qinghai-Tibet Plateau: integrating terrestrial and aquatic carbon fluxes at catchment scale	27
Spring photosynthetic phenology of Chinese vegetation in response to climate change and its impact on net primary productivity	27
Effects of vegetation on the spatial and temporal variation of microclimate in the urbanized Salt Lake Valley	27
Using the red chromatic coordinate to characterize the phenology of forest canopy photosynthesis	27
Climate warming-induced drought constrains vegetation productivity by weakening the temporal stability of the plant community in an arid grassland ecosystem	26
Environment-sensitivity functions for gross primary productivity in light use efficiency models	26
Effects of various cutting treatments and topographic factors on microclimatic conditions in Dinaric fir-beech forests	26
Investigating the effects of inter-annual weather variation (1968–2016) on the functional response of cereal grain yield to applied nitrogen, using data from the Rothamsted Long-Term Experiments	26
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China	26
Global quantification of the bidirectional dependency between soil moisture and vegetation productivity	26
Warming effects on methane fluxes differ between two alpine grasslands with contrasting soil water status	25
Nitrogen nutrition addition mitigated drought stress by improving carbon exchange and reserves among two temperate trees	25
Climate warming outweighed agricultural managements in affecting wheat phenology across China during 1981–2018	25
Matching high resolution satellite data and flux tower footprints improves their agreement in photosynthesis estimates	25
Environmental and canopy stomatal control on ecosystem water use efficiency in a riparian poplar plantation	25
Hydrometeorological sensitivities of net ecosystem carbon dioxide and methane exchange of an Amazonian palm swamp peatland	25
Time and frequency domain reflectometry for the measurement of tree stem water content: A review, evaluation, and future perspectives	24
Influence of sun zenith angle on canopy clumping and the resulting impacts on photosynthesis	24
Combined control of multiple extreme climate stressors on autumn vegetation phenology on the Tibetan Plateau under past and future climate change	24
Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration	24
Phenology determines water use strategies of three economic tree species in the semi-arid Loess Plateau of China	24
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	24
Comparison of satellite-based models for estimating gross primary productivity in agroecosystems	24
Future greening of the Earth may not be as large as previously predicted	24
Reducing agriculture irrigation water consumption through reshaping cropping systems across China	24

Long-term carbon flux and balance in managed and natural coastal forested wetlands of the Southeastern USA	24
Drought trigger thresholds for different levels of vegetation loss in China and their dynamics	24
Improved mapping and change detection of the start of the crop growing season in the US Corn Belt from long-term AVHRR NDVI	24
Thinning promotes the nitrogen and phosphorous cycling in forest soils	24
Susceptibility of vegetation low-growth to climate extremes on Tibetan Plateau	23
Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models	23
Nationwide crop yield estimation based on photosynthesis and meteorological stress indices	23
Monitoring daily variation of leaf layer photosynthesis in rice using UAV-based multi-spectral imagery and a light response curve model	23
Spectral evidence for substrate availability rather than environmental control of methane emissions from a coastal forested wetland	23
Quantifying effects of compound dry-hot extremes on vegetation in Xinjiang (China) using a vine-copula conditional probability model	23
Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic adaptability	23
Changes in climate-crop yield relationships affect risks of crop yield reduction	23
Spatiotemporal characteristics of the soil freeze-thaw state and its variation under different land use types - A case study in Northeast China	23
Phenological shifts induced by climate change amplify drought for broad-leaved trees at low elevations in Switzerland	22
Evapotranspiration partitioning and its interannual variability over a winter wheat-summer maize rotation system in the North China Plain	22
The impact of rainfall on the diurnal patterns of atmospheric pollen concentrations	22
Snow dynamics influence tree growth by controlling soil temperature in mountain pine forests	22
Disentangling the effects of stand and climatic variables on forest productivity of Chinese fir plantations in subtropical China using a random forest algorithm	22
Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning	22
Environmental and biotic controls on the interannual variations in CO2 fluxes of a continental monsoon temperate forest	22
The impact of drought and heat stress at flowering on maize kernel filling: Insights from the field and laboratory	22
Biophysical control on nighttime sap flow in Salix psammophila in a semiarid shrubland ecosystem	22
Development of a topographic-corrected temperature and greenness model (TG) for improving GPP estimation over mountainous areas	22
Precipitation extremes influence patterns and partitioning of evapotranspiration and transpiration in a deciduous boreal larch forest	21
On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient	21
Sheltering effect of a multiple-row Tamarix windbreak – a field study in Niatak, Iran	21
Change in the fire season pattern from bimodal to unimodal under climate change: The case of Daxing'anling in Northeast China	21
The influence of changes in leaf inclination angle and leaf traits during the rainfall interception process	21
Shifts in the thermal niche of fruit trees under climate change: The case of peach cultivation in France	21
Impacts of juniper woody plant encroachment into grasslands on local climate	21
Snowmelt causes different limitations on transpiration in a Sierra Nevada conifer forest	21
Biophysical effects of paddy rice expansion on land surface temperature in Northeastern Asia	21
Significant water stress on gross primary productivity during flash droughts with hot conditions	21
Light interactions, use and efficiency in row crop canopies under optimal growth conditions	21
Discrepant responses between evapotranspiration- and transpiration-based ecosystem water use efficiency to interannual precipitation fluctuations	21
The use of remote sensing for reliable estimation of net radiation and its components: a case study for contrasting land covers in an agricultural hotspot of the Brazilian semiarid region	21
Simulating the Influences of Soil Water Stress on Leaf Expansion and Senescence of Winter Wheat	20
Effects of warming and clipping on CH4 and N2O fluxes in an alpine meadow	20
Causes for the increases in both evapotranspiration and water yield over vegetated mainland China during the last two decades	20
Improving surface roughness lengths estimation using machine learning algorithms	20
Dimensionality of grassland stability shifts along with altitudes on the Tibetan Plateau	20
Effects of soil water content on forest ecosystem water use efficiency through changes in transpiration/evapotranspiration ratio	20
Comparison of MODIS-based vegetation indices and methods for winter wheat green-up date detection in Huanghuai region of China	20
Investigating the urban-induced microclimate effects on winter wheat spring phenology using Sentinel-2 time series	20
Transpiration and evaporation in a Californian oak-grass savanna: Field measurements and partitioning model results	20
Summer maize growth under different precipitation years in the Huang-Huai-Hai Plain of China	20
Adjusting the sowing date of spring maize did not mitigate against heat stress in the North China Plain	19
Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau	19
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar	19
Modelling of three-dimensional, diurnal light extinction in two contrasting forests	19
Temporal changes in the spatial variability of soil respiration in a meadow steppe: The role of abiotic and biotic factors	19
Rainfall partitioning in the Cerrado and its influence on net rainfall nutrient fluxes	19
Thinning decreases above-ground biomass increment in central European beech forests but does not change individual tree resistance to climate events	19
Rapid recovery of net ecosystem production in a semi-arid woodland after a wildfire	19
Predicting within-field soybean yield variability by coupling Sentinel-2 leaf area index with a crop growth model	19
Adapting to climate change precisely through cultivars renewal for rice production across China: When, where, and what cultivars will be required?	19
The effectiveness of a single Tamarix tree in reducing aeolian erosion in an arid region	19
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	19
Quantifying the impacts of pre-occurred ENSO signals on wheat yield variation using machine learning in Australia	19
Tree-ring density and carbon isotope composition are early-warning signals of drought-induced mortality in the drought tolerant Canary Island pine	19
Precipitation rather than evapotranspiration determines the warm-season water supply in an alpine shrub and an alpine meadow	19
Ground and satellite phenology in alpine forests are becoming more heterogeneous across higher elevations with warming	18
Remotely sensed phenological heterogeneity of restored wetlands: linking vegetation structure and function	18
Forest floor fluxes drive differences in the carbon balance of contrasting boreal forest stands	18
Increasing importance of precipitation in spring phenology with decreasing latitudes in subtropical forest area in China	18
Continuous observations of forest canopy structure using low-cost digital camera traps	18
Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity	18
Extending a first-principles primary production model to predict wheat yields	18
Snow cover controls seasonally frozen ground regime on the southern edge of Altai Mountains	18
Comprehensive assessments of carbon dynamics in an intermittently-irrigated rice paddy	18
Assessing future drought risks and wheat yield losses in England	18
Asymmetric effect of increased and decreased precipitation in different periods on soil and heterotrophic respiration in a semiarid grassland	18
Impact of partial harvest on CH4 and N2O balances of a drained boreal peatland forest	18
Comparison of wheat simulation models for impacts of extreme temperature stress on grain quality	18
Using stable water isotopes to assess the influence of irrigation structural configurations on evaporation losses in semiarid agricultural systems	18
Assessing environment types for maize, soybean, and wheat in the United States as determined by spatio-temporal variation in drought and heat stress	18
Estimating ammonia emissions from cropland in China based on the establishment of agro-region-specific models	18
Gross primary production (GPP) and red solar induced fluorescence (SIF) respond differently to light and seasonal environmental conditions in a subalpine conifer forest	18
Relative humidity and agricultural activities dominate wildfire ignitions in Yunnan, Southwest China: Patterns, thresholds, and implications	18
Fifteen-year Variations of Water Use Efficiency over a Wheat-Maize Rotation Cropland in the North China Plain	18
DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information	18
Combination of two methodologies, artificial neural network and linear interpolation, to gap-fill daily nitrous oxide flux measurements	18
Capability of a solar energy-driven crop model for simulating water consumption and yield of maize and its comparison with a water-driven crop model	18
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	18
Comparison of traditional ground-based observations and digital remote sensing of phenological transitions in a floodplain forest	18
Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes	18
Using wavelet analyses to identify temporal coherence in soil physical properties in a volcanic ash-derived soil	17
Temporal consistency of undercanopy thermal refugia in old-growth forest	17
Unraveling uncertainty drivers of the maize yield response to nitrogen: A Bayesian and machine learning approach	17
Direct partitioning of eddy-covariance water and carbon dioxide fluxes into ground and plant components	17
Differential response of oak and beech to late frost damage: an integrated analysis from organ to forest	17
Modeling the response of winter wheat phenology to low temperature stress at elongation and booting stages	17
Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity	17
Testing three rainfall interception models and different parameterization methods with data from an open Mediterranean pine forest	17
Linking vegetation spectral reflectance with ecosystem carbon phenology in a temperate salt marsh	17