Agricultural and Forest Meteorology

Article	Citations
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	149
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches	137
Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites	135
A near real-time deep learning approach for detecting rice phenology based on UAV images	93
Increasing Tibetan Plateau terrestrial evapotranspiration primarily driven by precipitation	93
Tree mortality of European beech and Norway spruce induced by 2018-2019 hot droughts in central Germany	92
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	91
Impact of recent vegetation greening on temperature and precipitation over China	88
Attribution of climate and human activities to vegetation change in China using machine learning techniques	87
Tree cooling effects and human thermal comfort under contrasting species and sites	86
Dynamic wheat yield forecasts are improved by a hybrid approach using a biophysical model and machine learning technique	74
An LSTM neural network for improving wheat yield estimates by integrating remote sensing data and meteorological data in the Guanzhong Plain, PR China	72
Contributions of climate change, elevated atmospheric CO2 and human activities to ET and GPP trends in the Three-North Region of China	71
Diffuse solar radiation and canopy photosynthesis in a changing environment	67
Moving beyond the incorrect but useful paradigm: reevaluating big-leaf and multilayer plant canopies to model biosphere-atmosphere fluxes – a review	67
Warming and precipitation addition interact to affect plant spring phenology in alpine meadows on the central Qinghai-Tibetan Plateau	65
Evolution of light use efficiency models: Improvement, uncertainties, and implications	65
Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges	64
Effects of disturbance patterns and deadwood on the microclimate in European beech forests	63
NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests	62
Effect of shrub encroachment on land surface temperature in semi-arid areas of temperate regions of the Northern Hemisphere	62
Spatio-temporal assessment of beech growth in relation to climate extremes in Slovenia – An integrated approach using remote sensing and tree-ring data	62
Environmental and biophysical controls of evapotranspiration from Seasonally Dry Tropical Forests (Caatinga) in the Brazilian Semiarid	61
The role of climate change and vegetation greening on evapotranspiration variation in the Yellow River Basin, China	57
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	57

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	53
GRACE satellite-based drought index indicating increased impact of drought over major basins in China during 2002–2017	52
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	51
Warmer spring alleviated the impacts of 2018 European summer heatwave and drought on vegetation photosynthesis	51
Shift in the trend of browning in Southwestern Tibetan Plateau in the past two decades	50
Regional contributions to interannual variability of net primary production and climatic attributions	49
Temperature-based grapevine sugar ripeness modelling for a wide range of Vitis vinifera L. cultivars	48
Influence of growing season temperature and precipitation anomalies on crop yield in the southeastern United States	48
Responses of vegetation greenness and carbon cycle to extreme droughts in China	48
Integrating satellite-derived climatic and vegetation indices to predict smallholder maize yield using deep learning	47
Response of vegetation to drought in the Tibetan Plateau: Elevation differentiation and the dominant factors	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
Inter-individual variability in spring phenology of temperate deciduous trees depends on species, tree size and previous year autumn phenology	46
Vegetation structural change and CO2 fertilization more than offset gross primary production decline caused by reduced solar radiation in China	46
Machine learning in crop yield modelling: A powerful tool, but no surrogate for science	44
GRACE-based high-resolution propagation threshold from meteorological to groundwater drought	44
Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 2019	43
Satellite-based reflectances capture large fraction of variability in global gross primary production (GPP) at weekly time scales	43
Patterns in the spectral composition of sunlight and biologically meaningful spectral photon ratios as affected by atmospheric factors	43
Legacy effects of spring phenology on vegetation growth under preseason meteorological drought in the Northern Hemisphere	43
Bayesian Multi-modeling of Deep Neural Nets for Probabilistic Crop Yield Prediction	43
Water Availability Impacts on Evapotranspiration Partitioning	42
Vegetation greening intensified soil drying in some semi-arid and arid areas of the world	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	42
Water use efficiency and its drivers in four typical agroecosystems based on flux tower measurements	41
Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China	41
Global spatiotemporal consistency between meteorological and soil moisture drought indices	40
Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico	40
Response of global land evapotranspiration to climate change, elevated CO2, and land use change	40
An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring	39
Elevation dependence of drought legacy effects on vegetation greenness over the Tibetan Plateau	39
Canopy clumping index (CI): A review of methods, characteristics, and applications	39
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	39
Microclimatic edge-to-interior gradients of European deciduous forests	38
Large-scale afforestation significantly increases permanent surface water in China's vegetation restoration regions	38
A parametric multivariate drought index for drought monitoring and assessment under climate change	38
Evaluation of ecosystem resilience to drought based on drought intensity and recovery time	37
Shifts in ecosystem water use efficiency on china's loess plateau caused by the interaction of climatic and biotic factors over 1985–2015	37
Can changes in autumn phenology facilitate earlier green-up date of northern vegetation?	37
Grain yield, root growth habit and lodging of eight oilseed rape genotypes in response to a short period of heat stress during flowering	36
Growth stage-dependent responses of carbon fixation process of alpine grasslands to climate change over the Tibetan Plateau, China	36
Global climatic controls on interannual variability of ecosystem productivity: Similarities and differences inferred from solar-induced chlorophyll fluorescence and enhanced vegetation index	36
Premature leaf discoloration of European deciduous trees is caused by drought and heat in late spring and cold spells in early fall	35
Assessing synergistic effects of no-tillage and cover crops on soil carbon dynamics in a long-term maize cropping system under climate change	35
Water use characteristics of the common tree species in different plantation types in the Loess Plateau of China	35
Contrasting adaptive strategies by Caragana korshinskii and Salix psammophila in a semiarid revegetated ecosystem	35
Aboveground tree growth is a minor and decoupled fraction of boreal forest carbon input	34
An assessment study of three indirect methods for estimating leaf area density and leaf area index of individual trees	34
Effect of using pruning waste as an organic mulching on a drip-irrigated vineyard evapotranspiration under a semi-arid climate	34

Drought assessment of China in 2002–2017 based on a comprehensive drought index	34
A modified two-leaf light use efficiency model for improving the simulation of GPP using a radiation scalar	34
Impact assessment of climate change and human activities on GHG emissions and agricultural water use	34
Gap-filling eddy covariance methane fluxes: Comparison of machine learning model predictions and uncertainties at FLUXNET-CH4 wetlands	34
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 field-based high-throughput method for acquiring canopy architecture using unmanned aerial vehicle images	33
Darker, cooler, wetter: forest understories influence surface fuel moisture	33
Assessment of future potential carbon sequestration and water consumption in the construction area of the Three-North Shelterbelt Programme in China	33
Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data	33
Spring photosynthetic phenology of Chinese vegetation in response to climate change and its impact on net primary productivity	33
Improving the global MODIS GPP model by optimizing parameters with FLUXNET data	32
Integrating continuous atmospheric boundary layer and tower-based flux measurements to advance understanding of land-atmosphere interactions	32
Modelling the influence of incident radiation on the SIF-based GPP estimation for maize	32
Recent evolution of spatial and temporal patterns of burnt areas and fire weather risk in the Iberian Peninsula	32
Unravelling the effect of species mixing on water use and drought stress in Mediterranean forests: A modelling approach	32
Evapotranspiration components and water use efficiency from desert to alpine ecosystems in drylands	32
Only sun-lit leaves of the uppermost canopy exceed both air temperature and photosynthetic thermal optima in a wet tropical forest	32
Coupling evapotranspiration partitioning with water migration to identify the water consumption characteristics of wheat and maize in an intercropping system	32
Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China	32
Vegetation controls of water and energy balance of a drained peatland forest: Responses to alternative harvesting practices	32
Dendroecology in common gardens: Population differentiation and plasticity in resistance, recovery and resilience to extreme drought events in Pinus pinaster	31
Drought limits alpine meadow productivity in northern Tibet	31
Lightning-caused fires in the Alps: Identifying the igniting strokes	31
To bias correct or not to bias correct? An agricultural impact modelers’ perspective on regional climate model data	31
Coherent responses of terrestrial C:N stoichiometry to drought across plants, soil, and microorganisms in forests and grasslands	31
Sustainable high yields can be achieved in drylands on the Loess Plateau by changing water use patterns through integrated agronomic management	31
Estimates of methane emissions from Chinese rice fields using the DNDC model	31
Variation of gross primary production, evapotranspiration and water use efficiency for global croplands	30
Interannual variation in sap flow response in three xeric shrub species to periodic drought	30
Global quantification of the bidirectional dependency between soil moisture and vegetation productivity	30
Biophysical drivers of net ecosystem and methane exchange across phenological phases in a tidal salt marsh	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
PhenoFlex - an integrated model to predict spring phenology in temperate fruit trees	30
Effects of anthropogenic revegetation on the water and carbon cycles of a desert steppe ecosystem	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
Weather-related thresholds for wildfire danger in a Mediterranean region: The case of Greece	29
Net ecosystem carbon budget of a grassland ecosystem in central Qinghai-Tibet Plateau: integrating terrestrial and aquatic carbon fluxes at catchment scale	29
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China	29
Afforestation increases ecosystem productivity and carbon storage in China during the 2000s	29
Impacts of deep-rooted fruit trees on recharge of deep soil water using stable and radioactive isotopes	29
Responses of maize with different growth periods to heat stress around flowering and early grain filling	29
Tracking forest biophysical properties with automated digital repeat photography: A fisheye perspective using digital hemispherical photography from below the canopy	29
Quantifying carbon budget, crop yields and their responses to environmental variability using the ecosys model for U.S. Midwestern agroecosystems	28
Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models	28
Rainfall seasonality and timing: implications for cereal crop production in Ethiopia	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
Environment-sensitivity functions for gross primary productivity in light use efficiency models	27
Effects of various cutting treatments and topographic factors on microclimatic conditions in Dinaric fir-beech forests	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	27
Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration	27
Yield forecasting with machine learning and small data: What gains for grains?	27
Matching high resolution satellite data and flux tower footprints improves their agreement in photosynthesis estimates	26
Time and frequency domain reflectometry for the measurement of tree stem water content: A review, evaluation, and future perspectives	26
Warming effects on methane fluxes differ between two alpine grasslands with contrasting soil water status	26
Reducing agriculture irrigation water consumption through reshaping cropping systems across China	26
Nitrogen nutrition addition mitigated drought stress by improving carbon exchange and reserves among two temperate trees	26
Comparison of satellite-based models for estimating gross primary productivity in agroecosystems	25
Climate warming outweighed agricultural managements in affecting wheat phenology across China during 1981–2018	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
Influence of sun zenith angle on canopy clumping and the resulting impacts on photosynthesis	25
Future greening of the Earth may not be as large as previously predicted	25
Thinning promotes the nitrogen and phosphorous cycling in forest soils	25
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	25
Susceptibility of vegetation low-growth to climate extremes on Tibetan Plateau	25
Monitoring daily variation of leaf layer photosynthesis in rice using UAV-based multi-spectral imagery and a light response curve model	25
Phenology determines water use strategies of three economic tree species in the semi-arid Loess Plateau of China	25
The impact of drought and heat stress at flowering on maize kernel filling: Insights from the field and laboratory	24
Drought trigger thresholds for different levels of vegetation loss in China and their dynamics	24
Combined control of multiple extreme climate stressors on autumn vegetation phenology on the Tibetan Plateau under past and future climate change	24
Environmental and biotic controls on the interannual variations in CO2 fluxes of a continental monsoon temperate forest	24
Long-term carbon flux and balance in managed and natural coastal forested wetlands of the Southeastern USA	24
Biophysical control on nighttime sap flow in Salix psammophila in a semiarid shrubland ecosystem	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
Changes in climate-crop yield relationships affect risks of crop yield reduction	24
Phenological shifts induced by climate change amplify drought for broad-leaved trees at low elevations in Switzerland	24

Spatiotemporal characteristics of the soil freeze-thaw state and its variation under different land use types - A case study in Northeast China	24
Quantifying effects of compound dry-hot extremes on vegetation in Xinjiang (China) using a vine-copula conditional probability model	24
Snow dynamics influence tree growth by controlling soil temperature in mountain pine forests	24
Significant water stress on gross primary productivity during flash droughts with hot conditions	23
Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning	23
Spectral evidence for substrate availability rather than environmental control of methane emissions from a coastal forested wetland	23
Disentangling the effects of stand and climatic variables on forest productivity of Chinese fir plantations in subtropical China using a random forest algorithm	23
Development of a topographic-corrected temperature and greenness model (TG) for improving GPP estimation over mountainous areas	23
Precipitation extremes influence patterns and partitioning of evapotranspiration and transpiration in a deciduous boreal larch forest	23
Rainfall partitioning in the Cerrado and its influence on net rainfall nutrient fluxes	23
Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic adaptability	23
Precipitation rather than evapotranspiration determines the warm-season water supply in an alpine shrub and an alpine meadow	22
The impact of rainfall on the diurnal patterns of atmospheric pollen concentrations	22
Biophysical effects of paddy rice expansion on land surface temperature in Northeastern Asia	22
Evapotranspiration partitioning and its interannual variability over a winter wheat-summer maize rotation system in the North China Plain	22
Sheltering effect of a multiple-row Tamarix windbreak – a field study in Niatak, Iran	22
Dimensionality of grassland stability shifts along with altitudes on the Tibetan Plateau	22
The influence of changes in leaf inclination angle and leaf traits during the rainfall interception process	22
On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient	22
Change in the fire season pattern from bimodal to unimodal under climate change: The case of Daxing'anling in Northeast China	22
Discrepant responses between evapotranspiration- and transpiration-based ecosystem water use efficiency to interannual precipitation fluctuations	22
Tree-ring density and carbon isotope composition are early-warning signals of drought-induced mortality in the drought tolerant Canary Island pine	21
Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau	21
Assessing environment types for maize, soybean, and wheat in the United States as determined by spatio-temporal variation in drought and heat stress	21
Summer maize growth under different precipitation years in the Huang-Huai-Hai Plain of China	21
Impacts of juniper woody plant encroachment into grasslands on local climate	21
Effects of warming and clipping on CH4 and N2O fluxes in an alpine meadow	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
Effects of soil water content on forest ecosystem water use efficiency through changes in transpiration/evapotranspiration ratio	21
Shifts in the thermal niche of fruit trees under climate change: The case of peach cultivation in France	21
Simulating the Influences of Soil Water Stress on Leaf Expansion and Senescence of Winter Wheat	21
Snowmelt causes different limitations on transpiration in a Sierra Nevada conifer forest	21
Causes for the increases in both evapotranspiration and water yield over vegetated mainland China during the last two decades	21
The effectiveness of a single Tamarix tree in reducing aeolian erosion in an arid region	20
Gross primary production (GPP) and red solar induced fluorescence (SIF) respond differently to light and seasonal environmental conditions in a subalpine conifer forest	20
Comparison of MODIS-based vegetation indices and methods for winter wheat green-up date detection in Huanghuai region of China	20
Impact of partial harvest on CH4 and N2O balances of a drained boreal peatland forest	20
Adapting to climate change precisely through cultivars renewal for rice production across China: When, where, and what cultivars will be required?	20
Increasing importance of precipitation in spring phenology with decreasing latitudes in subtropical forest area in China	20
Rapid recovery of net ecosystem production in a semi-arid woodland after a wildfire	20
Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes	20
Relative humidity and agricultural activities dominate wildfire ignitions in Yunnan, Southwest China: Patterns, thresholds, and implications	20
Photosynthesis phenology, as defined by solar-induced chlorophyll fluorescence, is overestimated by vegetation indices in the extratropical Northern Hemisphere	20
Investigating the urban-induced microclimate effects on winter wheat spring phenology using Sentinel-2 time series	20
Thinning decreases above-ground biomass increment in central European beech forests but does not change individual tree resistance to climate events	20
Transpiration and evaporation in a Californian oak-grass savanna: Field measurements and partitioning model results	20
Predicting within-field soybean yield variability by coupling Sentinel-2 leaf area index with a crop growth model	20
Improving surface roughness lengths estimation using machine learning algorithms	20
Modelling of three-dimensional, diurnal light extinction in two contrasting forests	20
Assessing future drought risks and wheat yield losses in England	19
Forest floor fluxes drive differences in the carbon balance of contrasting boreal forest stands	19
Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity	19
Adjusting the sowing date of spring maize did not mitigate against heat stress in the North China Plain	19
Extending a first-principles primary production model to predict wheat yields	19
Climate change and environmental impacts on and adaptation strategies for production in wheat-rice rotations in southern China	19
Asymmetric effect of increased and decreased precipitation in different periods on soil and heterotrophic respiration in a semiarid grassland	19
Combination of two methodologies, artificial neural network and linear interpolation, to gap-fill daily nitrous oxide flux measurements	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
Direct partitioning of eddy-covariance water and carbon dioxide fluxes into ground and plant components	19
Quantifying the impacts of pre-occurred ENSO signals on wheat yield variation using machine learning in Australia	19
Comprehensive assessments of carbon dynamics in an intermittently-irrigated rice paddy	19
Strong regional influence of climatic forcing datasets on global crop model ensembles	19
Temporal changes in the spatial variability of soil respiration in a meadow steppe: The role of abiotic and biotic factors	19
Prolonged impacts of extreme precipitation events weakened annual ecosystem CO2 sink strength in a coastal wetland	19
Estimating ammonia emissions from cropland in China based on the establishment of agro-region-specific models	19
Comparison of big-leaf and two-leaf light use efficiency models for GPP simulation after considering a radiation scalar	19
Modeling the response of winter wheat phenology to low temperature stress at elongation and booting stages	19
Snow cover controls seasonally frozen ground regime on the southern edge of Altai Mountains	18
Radial growth of Larix sibirica was more sensitive to climate at low than high altitudes in the Altai Mountains, China	18
Remotely sensed phenological heterogeneity of restored wetlands: linking vegetation structure and function	18
Fifteen-year Variations of Water Use Efficiency over a Wheat-Maize Rotation Cropland in the North China Plain	18
Using stable water isotopes to assess the influence of irrigation structural configurations on evaporation losses in semiarid agricultural systems	18
Comparison of wheat simulation models for impacts of extreme temperature stress on grain quality	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
Species-specific control of DBH and landscape characteristics on tree-to-tree variability of sap velocity	18
Estimation of global GPP from GOME-2 and OCO-2 SIF by considering the dynamic variations of GPP-SIF relationship	18
Prediction of annual soil respiration from its flux at mean annual temperature	18
Ground and satellite phenology in alpine forests are becoming more heterogeneous across higher elevations with warming	18
Climate change impact on the population dynamics of exotic pathogens: The case of the worldwide pathogen Phytophthora cinnamomi	18
Continuous observations of forest canopy structure using low-cost digital camera traps	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
Comparison of traditional ground-based observations and digital remote sensing of phenological transitions in a floodplain forest	18
Differential response of oak and beech to late frost damage: an integrated analysis from organ to forest	18
Seasonal variations in leaf-level photosynthesis and water use efficiency of three isohydric to anisohydric conifers on the Tibetan Plateau	18
Flux variance similarity-based partitioning of evapotranspiration over a rainfed alfalfa field using high frequency eddy covariance data	18
Ecological restoration exacerbates the agriculture-induced water crisis in North China Region	18
Long-term growth decline precedes sudden crown dieback of European beech	18
DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information	18
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	18
Unraveling uncertainty drivers of the maize yield response to nitrogen: A Bayesian and machine learning approach	17
Linking vegetation spectral reflectance with ecosystem carbon phenology in a temperate salt marsh	17
Carbon dioxide balance of an oil palm plantation established on tropical peat	17
Understanding and reducing the uncertainties of land surface energy flux partitioning within CMIP6 land models	17
Agroforestry reclamations decreased the CO2 budget of a coastal wetland in the Yangtze estuary	17
Temporal consistency of undercanopy thermal refugia in old-growth forest	17