Agricultural and Forest Meteorology

Papers
(The TQCC of Agricultural and Forest Meteorology is 12. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)
ArticleCitations
Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil200
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 China146
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches127
Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites125
A near real-time deep learning approach for detecting rice phenology based on UAV images90
Increasing Tibetan Plateau terrestrial evapotranspiration primarily driven by precipitation90
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 Soybean90
Tree mortality of European beech and Norway spruce induced by 2018-2019 hot droughts in central Germany86
Attribution of climate and human activities to vegetation change in China using machine learning techniques86
Impact of recent vegetation greening on temperature and precipitation over China85
Tree cooling effects and human thermal comfort under contrasting species and sites83
Dynamic wheat yield forecasts are improved by a hybrid approach using a biophysical model and machine learning technique71
Contributions of climate change, elevated atmospheric CO2 and human activities to ET and GPP trends in the Three-North Region of China70
An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China69
Diffuse solar radiation and canopy photosynthesis in a changing environment65
Moving beyond the incorrect but useful paradigm: reevaluating big-leaf and multilayer plant canopies to model biosphere-atmosphere fluxes – a review65
Evolution of light use efficiency models: Improvement, uncertainties, and implications62
Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges62
Spatio-temporal assessment of beech growth in relation to climate extremes in Slovenia – An integrated approach using remote sensing and tree-ring data61
Effect of shrub encroachment on land surface temperature in semi-arid areas of temperate regions of the Northern Hemisphere61
Warming and precipitation addition interact to affect plant spring phenology in alpine meadows on the central Qinghai-Tibetan Plateau61
Effects of disturbance patterns and deadwood on the microclimate in European beech forests60
Environmental and biophysical controls of evapotranspiration from Seasonally Dry Tropical Forests (Caatinga) in the Brazilian Semiarid59
NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests56
The role of climate change and vegetation greening on evapotranspiration variation in the Yellow River Basin, China54
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 drought52
GRACE satellite-based drought index indicating increased impact of drought over major basins in China during 2002–201751
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 NIRv50
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 optimi50
Warmer spring alleviated the impacts of 2018 European summer heatwave and drought on vegetation photosynthesis50
Regional contributions to interannual variability of net primary production and climatic attributions49
Temperature-based grapevine sugar ripeness modelling for a wide range of Vitis vinifera L. cultivars47
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 upscal47
Shift in the trend of browning in Southwestern Tibetan Plateau in the past two decades47
Response of vegetation to drought in the Tibetan Plateau: Elevation differentiation and the dominant factors47
Fluctuations of CO2 in Free-Air CO2 Enrichment (FACE) depress plant photosynthesis, growth, and yield47
Responses of vegetation greenness and carbon cycle to extreme droughts in China46
Vegetation structural change and CO2 fertilization more than offset gross primary production decline caused by reduced solar radiation in China44
Inter-individual variability in spring phenology of temperate deciduous trees depends on species, tree size and previous year autumn phenology44
Impacts of 1.5 and 2.0°C global warming on rice production across China44
Influence of growing season temperature and precipitation anomalies on crop yield in the southeastern United States44
Modification of surface energy balance during springtime: The relative importance of biophysical and meteorological changes43
Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 201943
Machine learning in crop yield modelling: A powerful tool, but no surrogate for science43
Integrating satellite-derived climatic and vegetation indices to predict smallholder maize yield using deep learning42
Assessing bi-directional effects on the diurnal cycle of measured solar-induced chlorophyll fluorescence in crop canopies42
Patterns in the spectral composition of sunlight and biologically meaningful spectral photon ratios as affected by atmospheric factors42
GRACE-based high-resolution propagation threshold from meteorological to groundwater drought42
Heat shocks increasingly impede grain filling but have little effect on grain setting across the Australian wheatbelt41
Legacy effects of spring phenology on vegetation growth under preseason meteorological drought in the Northern Hemisphere41
Satellite-based reflectances capture large fraction of variability in global gross primary production (GPP) at weekly time scales41
Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model41
Water use efficiency and its drivers in four typical agroecosystems based on flux tower measurements41
Water Availability Impacts on Evapotranspiration Partitioning40
Global spatiotemporal consistency between meteorological and soil moisture drought indices40
Response of global land evapotranspiration to climate change, elevated CO2, and land use change39
Vegetation greening intensified soil drying in some semi-arid and arid areas of the world38
Microclimatic edge-to-interior gradients of European deciduous forests38
Bayesian Multi-modeling of Deep Neural Nets for Probabilistic Crop Yield Prediction38
Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico38
An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring38
Elevation dependence of drought legacy effects on vegetation greenness over the Tibetan Plateau38
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 s38
Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China38
Canopy clumping index (CI): A review of methods, characteristics, and applications37
Large-scale afforestation significantly increases permanent surface water in China's vegetation restoration regions37
Can changes in autumn phenology facilitate earlier green-up date of northern vegetation?37
Biophysical controls on nocturnal sap flow in plantation forests in a semi-arid region of northern China36
Shifts in ecosystem water use efficiency on china's loess plateau caused by the interaction of climatic and biotic factors over 1985–201536
Delayed autumn leaf senescence date prolongs the growing season length of herbaceous plants on the Qinghai–Tibetan Plateau36
Water use characteristics of the common tree species in different plantation types in the Loess Plateau of China35
Elevation gradients affect the differences of arbuscular mycorrhizal fungi diversity between root and rhizosphere soil35
Grain yield, root growth habit and lodging of eight oilseed rape genotypes in response to a short period of heat stress during flowering35
Premature leaf discoloration of European deciduous trees is caused by drought and heat in late spring and cold spells in early fall35
Assessing synergistic effects of no-tillage and cover crops on soil carbon dynamics in a long-term maize cropping system under climate change34
An assessment study of three indirect methods for estimating leaf area density and leaf area index of individual trees34
Contrasting adaptive strategies by Caragana korshinskii and Salix psammophila in a semiarid revegetated ecosystem34
Exploring evapotranspiration changes in a typical endorheic basin through the integrated observatory network34
Spring vegetation green-up dynamics in Central Europe based on 20-year long MODIS NDVI data34
A parametric multivariate drought index for drought monitoring and assessment under climate change34
Global climatic controls on interannual variability of ecosystem productivity: Similarities and differences inferred from solar-induced chlorophyll fluorescence and enhanced vegetation index34
Evaluation of ecosystem resilience to drought based on drought intensity and recovery time34
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands33
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar33
Growth stage-dependent responses of carbon fixation process of alpine grasslands to climate change over the Tibetan Plateau, China33
Aboveground tree growth is a minor and decoupled fraction of boreal forest carbon input33
Darker, cooler, wetter: forest understories influence surface fuel moisture33
Only sun-lit leaves of the uppermost canopy exceed both air temperature and photosynthetic thermal optima in a wet tropical forest32
Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data32
Vegetation controls of water and energy balance of a drained peatland forest: Responses to alternative harvesting practices32
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data32
Evaluating drought-induced mortality risk for Robinia pseudoacacia plantations along the precipitation gradient on the Chinese Loess Plateau32
Impact assessment of climate change and human activities on GHG emissions and agricultural water use32
Assessment of future potential carbon sequestration and water consumption in the construction area of the Three-North Shelterbelt Programme in China32
Coupling evapotranspiration partitioning with water migration to identify the water consumption characteristics of wheat and maize in an intercropping system32
Drought assessment of China in 2002–2017 based on a comprehensive drought index31
Integrating continuous atmospheric boundary layer and tower-based flux measurements to advance understanding of land-atmosphere interactions31
Coherent responses of terrestrial C:N stoichiometry to drought across plants, soil, and microorganisms in forests and grasslands31
Dendroecology in common gardens: Population differentiation and plasticity in resistance, recovery and resilience to extreme drought events in Pinus pinaster31
Estimates of methane emissions from Chinese rice fields using the DNDC model31
Effect of using pruning waste as an organic mulching on a drip-irrigated vineyard evapotranspiration under a semi-arid climate31
Modelling the influence of incident radiation on the SIF-based GPP estimation for maize31
Recent evolution of spatial and temporal patterns of burnt areas and fire weather risk in the Iberian Peninsula31
Evapotranspiration components and water use efficiency from desert to alpine ecosystems in drylands31
Drought limits alpine meadow productivity in northern Tibet31
A multiple-temporal scale analysis of biophysical control of sap flow in Salix psammophila growing in a semiarid shrubland ecosystem of northwest China30
Unravelling the effect of species mixing on water use and drought stress in Mediterranean forests: A modelling approach30
Lightning-caused fires in the Alps: Identifying the igniting strokes30
The role of phenology in the climate change impacts and adaptation strategies for tree crops: a case study on almond orchards in Southern Europe30
Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China30
A field-based high-throughput method for acquiring canopy architecture using unmanned aerial vehicle images30
To bias correct or not to bias correct? An agricultural impact modelers’ perspective on regional climate model data30
Biophysical drivers of net ecosystem and methane exchange across phenological phases in a tidal salt marsh29
Sustainable high yields can be achieved in drylands on the Loess Plateau by changing water use patterns through integrated agronomic management29
Afforestation increases ecosystem productivity and carbon storage in China during the 2000s29
Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm29
Effects of anthropogenic revegetation on the water and carbon cycles of a desert steppe ecosystem29
Variation of gross primary production, evapotranspiration and water use efficiency for global croplands29
Interannual variation in sap flow response in three xeric shrub species to periodic drought29
Weather-related thresholds for wildfire danger in a Mediterranean region: The case of Greece29
Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for U.S. Midwestern agroecosystems28
Tracking forest biophysical properties with automated digital repeat photography: A fisheye perspective using digital hemispherical photography from below the canopy28
Responses of maize with different growth periods to heat stress around flowering and early grain filling28
Effects of human-related and biotic landscape features on the occurrence and size of modern forest fires in Sweden28
Mapping the sensitivity of agriculture to drought and estimating the effect of irrigation in the United States, 1950–201628
PhenoFlex - an integrated model to predict spring phenology in temperate fruit trees28
Rainfall seasonality and timing: implications for cereal crop production in Ethiopia28
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 isotopes27
Comparison of satellite remote sensing derived precipitation estimates and observed data in Kenya27
Net ecosystem carbon budget of a grassland ecosystem in central Qinghai-Tibet Plateau: integrating terrestrial and aquatic carbon fluxes at catchment scale27
Spring photosynthetic phenology of Chinese vegetation in response to climate change and its impact on net primary productivity27
Effects of vegetation on the spatial and temporal variation of microclimate in the urbanized Salt Lake Valley27
Using the red chromatic coordinate to characterize the phenology of forest canopy photosynthesis27
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China26
Global quantification of the bidirectional dependency between soil moisture and vegetation productivity26
Climate warming-induced drought constrains vegetation productivity by weakening the temporal stability of the plant community in an arid grassland ecosystem26
Environment-sensitivity functions for gross primary productivity in light use efficiency models26
Effects of various cutting treatments and topographic factors on microclimatic conditions in Dinaric fir-beech forests26
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 Experiments26
Environmental and canopy stomatal control on ecosystem water use efficiency in a riparian poplar plantation25
Hydrometeorological sensitivities of net ecosystem carbon dioxide and methane exchange of an Amazonian palm swamp peatland25
Warming effects on methane fluxes differ between two alpine grasslands with contrasting soil water status25
Nitrogen nutrition addition mitigated drought stress by improving carbon exchange and reserves among two temperate trees25
Climate warming outweighed agricultural managements in affecting wheat phenology across China during 1981–201825
Matching high resolution satellite data and flux tower footprints improves their agreement in photosynthesis estimates25
Long-term carbon flux and balance in managed and natural coastal forested wetlands of the Southeastern USA24
Drought trigger thresholds for different levels of vegetation loss in China and their dynamics24
Improved mapping and change detection of the start of the crop growing season in the US Corn Belt from long-term AVHRR NDVI24
Thinning promotes the nitrogen and phosphorous cycling in forest soils24
Time and frequency domain reflectometry for the measurement of tree stem water content: A review, evaluation, and future perspectives24
Influence of sun zenith angle on canopy clumping and the resulting impacts on photosynthesis24
Combined control of multiple extreme climate stressors on autumn vegetation phenology on the Tibetan Plateau under past and future climate change24
Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration24
Phenology determines water use strategies of three economic tree species in the semi-arid Loess Plateau of China24
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 plain24
Comparison of satellite-based models for estimating gross primary productivity in agroecosystems24
Future greening of the Earth may not be as large as previously predicted24
Reducing agriculture irrigation water consumption through reshaping cropping systems across China24
Spatiotemporal characteristics of the soil freeze-thaw state and its variation under different land use types - A case study in Northeast China23
Susceptibility of vegetation low-growth to climate extremes on Tibetan Plateau23
Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models23
Nationwide crop yield estimation based on photosynthesis and meteorological stress indices23
Monitoring daily variation of leaf layer photosynthesis in rice using UAV-based multi-spectral imagery and a light response curve model23
Spectral evidence for substrate availability rather than environmental control of methane emissions from a coastal forested wetland23
Quantifying effects of compound dry-hot extremes on vegetation in Xinjiang (China) using a vine-copula conditional probability model23
Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic adaptability23
Changes in climate-crop yield relationships affect risks of crop yield reduction23
Phenological shifts induced by climate change amplify drought for broad-leaved trees at low elevations in Switzerland22
Biophysical control on nighttime sap flow in Salix psammophila in a semiarid shrubland ecosystem22
Development of a topographic-corrected temperature and greenness model (TG) for improving GPP estimation over mountainous areas22
Evapotranspiration partitioning and its interannual variability over a winter wheat-summer maize rotation system in the North China Plain22
The impact of rainfall on the diurnal patterns of atmospheric pollen concentrations22
Snow dynamics influence tree growth by controlling soil temperature in mountain pine forests22
The impact of drought and heat stress at flowering on maize kernel filling: Insights from the field and laboratory22
Disentangling the effects of stand and climatic variables on forest productivity of Chinese fir plantations in subtropical China using a random forest algorithm22
Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning22
Environmental and biotic controls on the interannual variations in CO2 fluxes of a continental monsoon temperate forest22
Discrepant responses between evapotranspiration- and transpiration-based ecosystem water use efficiency to interannual precipitation fluctuations21
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 region21
Precipitation extremes influence patterns and partitioning of evapotranspiration and transpiration in a deciduous boreal larch forest21
On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient21
Sheltering effect of a multiple-row Tamarix windbreak – a field study in Niatak, Iran21
Change in the fire season pattern from bimodal to unimodal under climate change: The case of Daxing'anling in Northeast China21
The influence of changes in leaf inclination angle and leaf traits during the rainfall interception process21
Shifts in the thermal niche of fruit trees under climate change: The case of peach cultivation in France21
Impacts of juniper woody plant encroachment into grasslands on local climate21
Snowmelt causes different limitations on transpiration in a Sierra Nevada conifer forest21
Biophysical effects of paddy rice expansion on land surface temperature in Northeastern Asia21
Significant water stress on gross primary productivity during flash droughts with hot conditions21
Light interactions, use and efficiency in row crop canopies under optimal growth conditions21
Simulating the Influences of Soil Water Stress on Leaf Expansion and Senescence of Winter Wheat20
Effects of warming and clipping on CH4 and N2O fluxes in an alpine meadow20
Causes for the increases in both evapotranspiration and water yield over vegetated mainland China during the last two decades20
Improving surface roughness lengths estimation using machine learning algorithms20
Dimensionality of grassland stability shifts along with altitudes on the Tibetan Plateau20
Effects of soil water content on forest ecosystem water use efficiency through changes in transpiration/evapotranspiration ratio20
Comparison of MODIS-based vegetation indices and methods for winter wheat green-up date detection in Huanghuai region of China20
Investigating the urban-induced microclimate effects on winter wheat spring phenology using Sentinel-2 time series20
Transpiration and evaporation in a Californian oak-grass savanna: Field measurements and partitioning model results20
Summer maize growth under different precipitation years in the Huang-Huai-Hai Plain of China20
Tree-ring density and carbon isotope composition are early-warning signals of drought-induced mortality in the drought tolerant Canary Island pine19
Precipitation rather than evapotranspiration determines the warm-season water supply in an alpine shrub and an alpine meadow19
Adjusting the sowing date of spring maize did not mitigate against heat stress in the North China Plain19
Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau19
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar19
Modelling of three-dimensional, diurnal light extinction in two contrasting forests19
Temporal changes in the spatial variability of soil respiration in a meadow steppe: The role of abiotic and biotic factors19
Rainfall partitioning in the Cerrado and its influence on net rainfall nutrient fluxes19
Thinning decreases above-ground biomass increment in central European beech forests but does not change individual tree resistance to climate events19
Rapid recovery of net ecosystem production in a semi-arid woodland after a wildfire19
Predicting within-field soybean yield variability by coupling Sentinel-2 leaf area index with a crop growth model19
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 region19
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 simulation19
Quantifying the impacts of pre-occurred ENSO signals on wheat yield variation using machine learning in Australia19
Ground and satellite phenology in alpine forests are becoming more heterogeneous across higher elevations with warming18
Remotely sensed phenological heterogeneity of restored wetlands: linking vegetation structure and function18
Forest floor fluxes drive differences in the carbon balance of contrasting boreal forest stands18
Increasing importance of precipitation in spring phenology with decreasing latitudes in subtropical forest area in China18
Continuous observations of forest canopy structure using low-cost digital camera traps18
Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity18
Extending a first-principles primary production model to predict wheat yields18
Snow cover controls seasonally frozen ground regime on the southern edge of Altai Mountains18
Comprehensive assessments of carbon dynamics in an intermittently-irrigated rice paddy18
Assessing future drought risks and wheat yield losses in England18
Asymmetric effect of increased and decreased precipitation in different periods on soil and heterotrophic respiration in a semiarid grassland18
Impact of partial harvest on CH4 and N2O balances of a drained boreal peatland forest18
Comparison of wheat simulation models for impacts of extreme temperature stress on grain quality18
Using stable water isotopes to assess the influence of irrigation structural configurations on evaporation losses in semiarid agricultural systems18
Assessing environment types for maize, soybean, and wheat in the United States as determined by spatio-temporal variation in drought and heat stress18
Estimating ammonia emissions from cropland in China based on the establishment of agro-region-specific models18
Gross primary production (GPP) and red solar induced fluorescence (SIF) respond differently to light and seasonal environmental conditions in a subalpine conifer forest18
Relative humidity and agricultural activities dominate wildfire ignitions in Yunnan, Southwest China: Patterns, thresholds, and implications18
Fifteen-year Variations of Water Use Efficiency over a Wheat-Maize Rotation Cropland in the North China Plain18
DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information18
Combination of two methodologies, artificial neural network and linear interpolation, to gap-fill daily nitrous oxide flux measurements18
Capability of a solar energy-driven crop model for simulating water consumption and yield of maize and its comparison with a water-driven crop model18
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 Model18
Comparison of traditional ground-based observations and digital remote sensing of phenological transitions in a floodplain forest18
Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes18
Testing three rainfall interception models and different parameterization methods with data from an open Mediterranean pine forest17
Linking vegetation spectral reflectance with ecosystem carbon phenology in a temperate salt marsh17
Using wavelet analyses to identify temporal coherence in soil physical properties in a volcanic ash-derived soil17
Temporal consistency of undercanopy thermal refugia in old-growth forest17
Unraveling uncertainty drivers of the maize yield response to nitrogen: A Bayesian and machine learning approach17
Direct partitioning of eddy-covariance water and carbon dioxide fluxes into ground and plant components17
Differential response of oak and beech to late frost damage: an integrated analysis from organ to forest17
Modeling the response of winter wheat phenology to low temperature stress at elongation and booting stages17
Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity17
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