Thesis (Ph. D.)--Virginia Polytechnic Institute and State University, 1994. / Vita. Abstract. Includes bibliographical references (leaves 177-186). Also available via the Internet.

In den letzten Jahren wurden relativ komplexe Erosionsmodelle entwickelt, deren Teilprozesse immer mehr auf physikalisch begründeten Ansätzen beruhen. Damit verbunden ist eine höhere Anzahl aktueller Eingangsparameter, deren Bestimmung im Feld arbeits- und kostenaufwendig ist. Zudem werden die Parameter punktuell, also an bestimmten Stellen und nicht flächenhaft wie bei der Fernerkundung, erfasst. <br /> <br /> Im Rahmen dieser Arbeit wird gezeigt, wie Satellitendaten als relativ kostengünstige Ergänzung oder Alternative zur konventionellen Parametererhebung genutzt werden können. Dazu werden beispielhaft der Blattflächenindex (LAI) und der Bedeckungsgrad für das physikalisch begründete Erosionsmodell EROSION 3D abgeleitet. Im Mittelpunkt des Interesses steht dabei das Aufzeigen von existierenden Methoden, die die Basis für eine operationelle Bereitstellung solcher Größen nicht nur für Erosions- sondern allgemein für Prozessmodelle darstellen. Als Untersuchungsgebiet dient das primär landwirtschaftlich genutzte Einzugsgebiet des Mehltheuer Baches, das sich im Sächsischen Lößgefilde befindet und für das Simulationsrechnungen mit konventionell erhobenen Eingangsparametern für 29 Niederschlagsereignisse im Jahr 1999 vorliegen [MICHAEL et al. 2000].<br /> <br /> Die Fernerkundungsdatengrundlage bilden Landsat-5-TM-Daten vom 13.03.1999, 30.04.1999 und 19.07.1999. Da die Vegetationsparameter für alle Niederschlagsereignisse vorliegen sollen, werden sie basierend auf der Entwicklung des LAI zeitlich interpoliert. Dazu erfolgt zunächst die Ableitung des LAI für alle vorhandenen Fruchtarten nach den semi-empirischen Modellen von CLEVERS [1986] und BARET & GUYOT [1991] mit aus der Literatur entnommenen Koeffizienten. Des Weiteren wird eine Methode untersucht, nach der die Koeffizienten für das Clevers-Modell aus den TM-Daten und einem vereinfachten Wachstumsmodell bestimmt werden. Der Bedeckungsgrad wird nach ROSS [1981] aus dem LAI ermittelt. Die zeitliche Interpolation des LAI wird durch die schlagbezogene Anpassung eines vereinfachten Wachstumsmodells umgesetzt, das dem hydrologischen Modell SWIM [KRYSANOVA et al. 1999] entstammt und in das durchschnittliche Tagestemperaturen eingehen. Mit den genannten Methoden bleiben abgestorbene Pflanzenteile unberücksichtigt. Im Vergleich zur konventionellen terrestrischen Parametererhebung ermöglichen sie eine differenziertere Abbildung räumlicher Variabilitäten und des zeitlichen Verlaufes der Vegetationsparameter.<br /> <br /> Die Simulationsrechnungen werden sowohl mit den direkten Bedeckungsgraden aus den TM-Daten (pixelbezogen) als auch mit den zeitlich interpolierten Bedeckungsgraden für alle Ereignisse (schlagbezogen) durchgeführt. Bei beiden Vorgehensweisen wird im Vergleich zur bisherigen Abschätzung eine Verbesserung der räumlichen Verteilung der Parameter und somit eine räumliche Umverteilung von Erosions- und Depositionsflächen erreicht. Für die im Untersuchungsgebiet vorliegende räumliche Heterogenität (z. B. Schlaggröße) bieten Landsat-TM-Daten eine ausreichend genaue räumliche Auflösung. Damit wird nachgewiesen, dass die satellitengestützte Fernerkundung im Rahmen dieser Untersuchungen sinnvoll einsetzbar ist. Für eine operationelle Bereitstellung der Parameter mit einem vertretbaren Aufwand ist es erforderlich, die Methoden weiter zu validieren und möglichst weitestgehend zu automatisieren. / Soil erosion models become increasingly more complex and contain physically based components, resulting in changing requirements for their input parameters. The spatial and temporal dynamics of erosions forcing parameters thus produce high requirements on data availability (costs and manpower). Due to this fact, the use of complex erosion models for extensive regions is strongly limited by the high in-situ expense. Moreover, conventional measurement procedures provide parameters at certain points, while remote sensing is a two-dimensional retrieval method.<br /> <br /> This thesis demonstrates, how satellite data can be used as a cost-effective supplementation or alternative to conventional measurement procedures. Leaf area index (LAI) and soil cover percentage are examplarily derived for the EROSION 3D physically based soil erosion model. The main objective of this study is to summarise existing retrieval methods in order to operationally provide such paramaters for soil erosion models or for process models in general. The methods are applied to a catchment in the loess region in Saxony (Germany), that predominantly is agriculturally used. For comparison, simulations based on conventionally estimated parameters for 29 rainstorm events are available [MICHAEL et al. 2000]. <br /> <br /> The remote sensing parameters are derived from Landsat 5 TM data on the following dates: 13.03.1999, 30.04.1999, 19.07.1999. To get temporally continuous data for all events, they are interpolated between the acquisition dates based on the LAI development. Therefore, LAI is firstly calculated for all occurring crops by means of the semi-empirical models of CLEVERS [1986] and BARET & GUYOT [1991]. The coefficients appropriated to these models are taken from literature. Furthermore, a method is investigated that enables coefficient estimation for the Clevers model from Landsat data combined with a simplified growth model. Next, soil cover percentage is derived from LAI after ROSS [1981]. The LAI interpolation is performed by the simplified crop growth model from the SWIM hydrological model [Krysanova et al. 1999]. It has to be mentioned, that plant residue remains unconsidered by the used methods. In comparison to conventional measurement procedures, these methods supply a differentiated mapping of the spatial variability and temporal behaviour regarding the vegetation parameters.<br /> <br /> The simulations with EROSION 3D are carried out for the remotely sensed soil cover percentages, that are retrieved in two ways. Soil cover is directly derived from the remote sensing data for each pixel at the acquisition dates as well as estimated by means of the interpolation for each field on all rainstorm events. In comparison to conventionally determined soil cover, both methods provide an improved spatial allocation of this parameter and thus, a spatial reallocation of erosion and deposition areas. The used Landsat Data provide an adequate spatial resolution suitable for the spatial heterogeneity given in the test area (e. g. field size). These results show that satellite based remote sensing can be reasonably used within the scope of these investigations. In the future, operational retrieval of such remotely sensed parameters necessitates the validation of the proposed methods and in general the automation of involved sub-processes to the greatest possible extent

Diss. (sammanfattning) Umeå : Sveriges lantbruksuniv., 2006. / Härtill 4 uppsatser.

Made available in DSpace on 2014-06-11T19:29:45Z (GMT). No. of bitstreams: 0 Previous issue date: 2008-03-07Bitstream added on 2014-06-13T18:39:46Z : No. of bitstreams: 1 silva_ja_me_ilha.pdf: 447658 bytes, checksum: 159ce4efa7374033782c816f9a2b03ce (MD5) / A cultura da soja vem sendo intensamente cultivada, no sistema plantio direto (SPD), na região do Cerrado. O solo, de baixa fertilidade e elevada acidez, e as altas temperaturas favorecendo a decomposição do material vegetal na superfície do solo, tem limitado o estabelecimento do SPD nesta região. Sendo assim, é de grande interesse a busca de alternativas que viabilizam a correção do solo e o incremento da palhada na implantação do SPD. Neste contexto, o objetivo deste trabalho foi avaliar culturas de cobertura, tipos e doses de calcário aplicadas na superfície do solo na implantação do SPD e seus efeitos na cultura da soja e nos atributos químicos do solo. O experimento foi conduzido na Fazenda experimental da UNESP – Campus de Ilha Solteira, localizada no município de Selvíria, MS em um LATOSSOLO VERMELHO Distrófico irrigado por pivô central. A área anteriormente foi cultivada com soja no sistema convencional. O sorgo e o milheto foram dispostos em faixa no sentido longitudinal da área experimental para facilitar a semeadura, enquanto que os tipos de calcário (PRNT de 100% e PRNT de 82%) e as doses (0,0, 0,25, 0,5, 1,0 e 2,0 vezes a calculada para elevar o V% a 60) foram distribuídos inteiramente ao acaso no sentido transversal da área. Foram avaliados os parâmetros de massa seca da parte aérea e porcentagem de cobertura do solo proporcionada pelas culturas de cobertura, estado nutricional das plantas de soja, características agronômicas da soja e atributos químicos do solo. O sorgo produziu maior quantidade de massa seca proporcionando maior cobertura do solo, porém a palhada de milheto foi mais duradoura na superfície do solo. A soja cultivada em sucessão ao sorgo, apresentou menor crescimento vegetativo e redução no número de vagens e massa de 1000 sementes. A aplicação superficial do calcário com PRNT de 100% proporcionou aumento... / In Brazil, the soybean is intensively cropped under non-till system on the Cerrado region. However the low fertility and pH values of the soil, and high air temperature conditions increase the organic matter decomposition on the soil surface, limiting the non-till system establishment. In this way, searches for alternatives that promote a good soil correction with plant coverage enhancement for a non-till systems establishment are needed. The aim of this work was to evaluate the cover crops, types and levels of limestone during a non-till system establishment and its effects on soybean cropping and soil chemical characteristics. The experiment was carried out at experimental farm of the UNESP, district of Selvíria, Mato Grosso do Sul State in a distrofic red latosoil irrigated with a center pivot. Sorghum and millet were disposed in a longitudinal strip direction from the experimental area to facilitate the sowing while the limestone types (PRNT 100% and PRNT 82%) and the levels of input (0.0, 0.25, 0.5, 1.0 and 2.0 times the prescribed level to elevate the V% to 60) were randomly distributed in a transversal way. The shoot dry mass production, the percentage of soil coverage by crops cover, the nutritional and characteristics of soybean plants and the chemical attributes of soil were evaluated. Sorghum showed high values of shoot dry mass than millet, however, the millet dry mass was more enduring on soil surface. Soybean cropped in succession to sorghum shown an decrease in vegetative growth, number of pods and fresh mass of 1000 seeds. On the other hand, the superficial liming with PRNT 100% provided an increase in the number of pods and consequently increases on yield of soybeans. Independently of granulometry the increase in levels of inputted limestone was directly proportional to decreasing on contents of Fe, Zn and Mn ions of soybean leaf tissues... (Complete abstract, click electronic access below)

O presente experimento teve por objetivo avaliar o efeito da antecipação da adubação da cultura da soja no acúmulo de matéria seca e extração de nutrientes pelo capim-pé-de-galinha (Eleusine coracana (L.) Gaertn.) e no acúmulo de matéria seca e exportação de nutrientes pela cultura da soja em sucessão, em sistema de plantio direto. O experimento foi conduzido em área experimental da Escola Superior de Agricultura "Luiz de Queiroz" (USP/ESALQ), no município de Piracicaba - SP, durante o ano agrícola de 2001/2002, em solo LATOSSOLO AMARELO Distrófico. O cultivar de soja utilizado foi o BRS-133. A adubação, segundo a recomendação oficial para o estado de São Paulo, consistiu da aplicação de 90 kg de P2O5 ha -1 , 50 kg de K2O ha -1 e de micronutrientes (Co, Cu, Fe, Mn, Mo e Zn). Os tratamentos consistiram em níveis de antecipação da adubação da soja para a cultura do capim-pé-de-galinha (T1: 0%; T2: 50% de P; T3: 50% de K; T4: 100% de P; T5: 100% de K; T6: 50% de P e K; T7: 100% de P e 50% de K; T8: 50% de P e 100 % de K; T9: 100% de P e K; T10: micronutrientes; T11: 100% de P e K + micronutrientes; T12: controle), totalizando 12 tratamentos, delineados em blocos completos ao acaso com três repetições. As características avaliadas foram: produção de matéria seca, concentração e acúmulo dos nutrientes na parte aérea do capim-pé-de-galinha; acúmulo de matéria seca, concentração e acúmulo de nutrientes nos grãos de soja. As principais conclusões são: a) no que concerne à produtividade de matéria seca, o capim Eleusine coracana (L.) Gaertn. constitui-se em espécie recomendável à produção de palhada em sistema de produção sob plantio direto, desde que implantada em solo com média a alta fertilidade; b) considerando-se o acúmulo de nutrientes na matéria seca produzida, constata-se que o capim Eleusine coracana (L.) Gaertn. apresenta a seguinte seqüência de absorção: K > N > Ca > Mg > S > P >> Mn> Fe > Zn > Cu; c) a produção de matéria seca e o acúmulo dos nutrientes fósforo e cálcio pelo capim Eleusine coracana (L.) Gaertn. aumentam com a aplicação antecipada da adubação fosfatada de base recomendada para a soja; d) a antecipação da adubação de base da soja, por ocasião da instalação do capim Eleusine coracana (L.) Gaertn., não diminui o acúmulo de matéria seca e nem interfere com a exportação de nutrientes pelas plantas de soja. / This research was to evaluate the effect of the anticipation of soybean fertilization on dry matter production and extraction of nutrients by finger millet (Eleusine coracana (L.) Gaertn.) and on dry matter accumulation and exportation of nutrients by soybean seed cultivated in sequence, in a no-till system. The experiment was carried out at the experimental fields of Escola Superior de Agricultura "Luiz de Queiroz" (USP/ESALQ), in Piracicaba-SP, during the growing season of 2001/2002, in an Oxisol. The cultivar used was BRS-133. The soybean fertilization, according to the official recommendation to the state of São Paulo, consisted in the application of 90 kg of P2O5 ha -1, 50 kg of K2O ha -1 and of micronutrients (Co, Cu, Fe, Mn, Mo and Zn). The treatments consisted of levels of anticipation of the soybean fertilization to the finger millet crop (T1: 0%; T2: 50% of P; T3: 50% of K; T4: 100% of P; T5: 100% of K; T6: 50% of P and K; T7: 100% of P and 50% of K; T8: 50% of P and 100 % of K; T9: 100% of P and K; T10: micronutrients; T11: 100% of P and K + micronutrients; T12: controle), totaling 12 treatments, designing a complete randomized blocks with three replications. The evaluated characteristics were: dry matter production, concentration and nutrients accumulation at biomass of finger millet; dry matter accumulation, nutrients concentration and accumulation in soybean seed. The main conclusions are: a) in reference to the dry matter production, Eleusine coracana (L.) Gaertn. is a recommended specie to obtain plant residues in no-till systems, since it is growing on medium to high fertility soils; b) considering the nutrients accumulation in dry matter, it is verified that Eleusine coracana (L.) Gaertn. presents the following sequence of nutrient absorption: K > N > Ca > Mg > S > P >> Mn > Fe > Zn > Cu; c) the anticipation of the soybean fertilization to the Eleusine coracana (L.) Gaertn. sowing do not decrease dry matter accumulation nether interferes with the nutrients exportation by soybean seed; d) dry matter production and phosphorus and calcium accumulation by Eleusine coracana (L.) Gaertn. increase in response of phosphorus anticipation from soybean fertilization.

Orientador: Edson Lazarini / Banca: Salatiér Buzetti / Banca: Carlos Alexandre C. Crusciol / Resumo: A cultura da soja vem sendo intensamente cultivada, no sistema plantio direto (SPD), na região do Cerrado. O solo, de baixa fertilidade e elevada acidez, e as altas temperaturas favorecendo a decomposição do material vegetal na superfície do solo, tem limitado o estabelecimento do SPD nesta região. Sendo assim, é de grande interesse a busca de alternativas que viabilizam a correção do solo e o incremento da palhada na implantação do SPD. Neste contexto, o objetivo deste trabalho foi avaliar culturas de cobertura, tipos e doses de calcário aplicadas na superfície do solo na implantação do SPD e seus efeitos na cultura da soja e nos atributos químicos do solo. O experimento foi conduzido na Fazenda experimental da UNESP - Campus de Ilha Solteira, localizada no município de Selvíria, MS em um LATOSSOLO VERMELHO Distrófico irrigado por pivô central. A área anteriormente foi cultivada com soja no sistema convencional. O sorgo e o milheto foram dispostos em faixa no sentido longitudinal da área experimental para facilitar a semeadura, enquanto que os tipos de calcário (PRNT de 100% e PRNT de 82%) e as doses (0,0, 0,25, 0,5, 1,0 e 2,0 vezes a calculada para elevar o V% a 60) foram distribuídos inteiramente ao acaso no sentido transversal da área. Foram avaliados os parâmetros de massa seca da parte aérea e porcentagem de cobertura do solo proporcionada pelas culturas de cobertura, estado nutricional das plantas de soja, características agronômicas da soja e atributos químicos do solo. O sorgo produziu maior quantidade de massa seca proporcionando maior cobertura do solo, porém a palhada de milheto foi mais duradoura na superfície do solo. A soja cultivada em sucessão ao sorgo, apresentou menor crescimento vegetativo e redução no número de vagens e massa de 1000 sementes. A aplicação superficial do calcário com PRNT de 100% proporcionou aumento ...(Resumo completo, clicar acesso eletrônico abaixo) / Abstract: In Brazil, the soybean is intensively cropped under non-till system on the Cerrado region. However the low fertility and pH values of the soil, and high air temperature conditions increase the organic matter decomposition on the soil surface, limiting the non-till system establishment. In this way, searches for alternatives that promote a good soil correction with plant coverage enhancement for a non-till systems establishment are needed. The aim of this work was to evaluate the cover crops, types and levels of limestone during a non-till system establishment and its effects on soybean cropping and soil chemical characteristics. The experiment was carried out at experimental farm of the UNESP, district of Selvíria, Mato Grosso do Sul State in a distrofic red latosoil irrigated with a center pivot. Sorghum and millet were disposed in a longitudinal strip direction from the experimental area to facilitate the sowing while the limestone types (PRNT 100% and PRNT 82%) and the levels of input (0.0, 0.25, 0.5, 1.0 and 2.0 times the prescribed level to elevate the V% to 60) were randomly distributed in a transversal way. The shoot dry mass production, the percentage of soil coverage by crops cover, the nutritional and characteristics of soybean plants and the chemical attributes of soil were evaluated. Sorghum showed high values of shoot dry mass than millet, however, the millet dry mass was more enduring on soil surface. Soybean cropped in succession to sorghum shown an decrease in vegetative growth, number of pods and fresh mass of 1000 seeds. On the other hand, the superficial liming with PRNT 100% provided an increase in the number of pods and consequently increases on yield of soybeans. Independently of granulometry the increase in levels of inputted limestone was directly proportional to decreasing on contents of Fe, Zn and Mn ions of soybean leaf tissues... (Complete abstract, click electronic access below) / Mestre

O presente experimento teve por objetivo avaliar o efeito da antecipação da adubação da cultura da soja no acúmulo de matéria seca e extração de nutrientes pelo capim-pé-de-galinha (Eleusine coracana (L.) Gaertn.) e no acúmulo de matéria seca e exportação de nutrientes pela cultura da soja em sucessão, em sistema de plantio direto. O experimento foi conduzido em área experimental da Escola Superior de Agricultura "Luiz de Queiroz" (USP/ESALQ), no município de Piracicaba – SP, durante o ano agrícola de 2001/2002, em solo LATOSSOLO AMARELO Distrófico. O cultivar de soja utilizado foi o BRS-133. A adubação, segundo a recomendação oficial para o estado de São Paulo, consistiu da aplicação de 90 kg de P2O5 ha -1 , 50 kg de K2O ha -1 e de micronutrientes (Co, Cu, Fe, Mn, Mo e Zn). Os tratamentos consistiram em níveis de antecipação da adubação da soja para a cultura do capim-pé-de-galinha (T1: 0%; T2: 50% de P; T3: 50% de K; T4: 100% de P; T5: 100% de K; T6: 50% de P e K; T7: 100% de P e 50% de K; T8: 50% de P e 100 % de K; T9: 100% de P e K; T10: micronutrientes; T11: 100% de P e K + micronutrientes; T12: controle), totalizando 12 tratamentos, delineados em blocos completos ao acaso com três repetições. As características avaliadas foram: produção de matéria seca, concentração e acúmulo dos nutrientes na parte aérea do capim-pé-de-galinha; acúmulo de matéria seca, concentração e acúmulo de nutrientes nos grãos de soja. As principais conclusões são: a) no que concerne à produtividade de matéria seca, o capim Eleusine coracana (L.) Gaertn. constitui-se em espécie recomendável à produção de palhada em sistema de produção sob plantio direto, desde que implantada em solo com média a alta fertilidade; b) considerando-se o acúmulo de nutrientes na matéria seca produzida, constata-se que o capim Eleusine coracana (L.) Gaertn. apresenta a seguinte seqüência de absorção: K > N > Ca > Mg > S > P >> Mn> Fe > Zn > Cu; c) a produção de matéria seca e o acúmulo dos nutrientes fósforo e cálcio pelo capim Eleusine coracana (L.) Gaertn. aumentam com a aplicação antecipada da adubação fosfatada de base recomendada para a soja; d) a antecipação da adubação de base da soja, por ocasião da instalação do capim Eleusine coracana (L.) Gaertn., não diminui o acúmulo de matéria seca e nem interfere com a exportação de nutrientes pelas plantas de soja. / This research was to evaluate the effect of the anticipation of soybean fertilization on dry matter production and extraction of nutrients by finger millet (Eleusine coracana (L.) Gaertn.) and on dry matter accumulation and exportation of nutrients by soybean seed cultivated in sequence, in a no-till system. The experiment was carried out at the experimental fields of Escola Superior de Agricultura "Luiz de Queiroz" (USP/ESALQ), in Piracicaba-SP, during the growing season of 2001/2002, in an Oxisol. The cultivar used was BRS-133. The soybean fertilization, according to the official recommendation to the state of São Paulo, consisted in the application of 90 kg of P2O5 ha -1, 50 kg of K2O ha -1 and of micronutrients (Co, Cu, Fe, Mn, Mo and Zn). The treatments consisted of levels of anticipation of the soybean fertilization to the finger millet crop (T1: 0%; T2: 50% of P; T3: 50% of K; T4: 100% of P; T5: 100% of K; T6: 50% of P and K; T7: 100% of P and 50% of K; T8: 50% of P and 100 % of K; T9: 100% of P and K; T10: micronutrients; T11: 100% of P and K + micronutrients; T12: controle), totaling 12 treatments, designing a complete randomized blocks with three replications. The evaluated characteristics were: dry matter production, concentration and nutrients accumulation at biomass of finger millet; dry matter accumulation, nutrients concentration and accumulation in soybean seed. The main conclusions are: a) in reference to the dry matter production, Eleusine coracana (L.) Gaertn. is a recommended specie to obtain plant residues in no-till systems, since it is growing on medium to high fertility soils; b) considering the nutrients accumulation in dry matter, it is verified that Eleusine coracana (L.) Gaertn. presents the following sequence of nutrient absorption: K > N > Ca > Mg > S > P >> Mn > Fe > Zn > Cu; c) the anticipation of the soybean fertilization to the Eleusine coracana (L.) Gaertn. sowing do not decrease dry matter accumulation nether interferes with the nutrients exportation by soybean seed; d) dry matter production and phosphorus and calcium accumulation by Eleusine coracana (L.) Gaertn. increase in response of phosphorus anticipation from soybean fertilization.

L’introduzione di agro-ecosistemi conservativi viene indicata come strategia per aumentare il sequestro del carbonio organico nel suolo (SOC) e migliorarne la fertilità. La continua applicazione di concimi organici, come il compost e il sovescio, favorisce il sequestro di SOC (+ 1.3 ÷ 2.5 Mg C ha-1 anno-1) e l'accumulo di azoto totale del suolo (STN) (+ ~ 1 Mg N ha-1 anno-1). Tuttavia, quando le fertilizzazioni organiche vengono interrotte, il SOC diminuisce rapidamente. Negli agro-ecosistemi intensivi, il no till (NT) garantisce rese comparabili a quelle dei sistemi convenzionali (CT) immediatamente dopo la transizione. Il NT aumenta la sostanza organica (SOM) e il STN principalmente nei primi 5 cm di terreno, sebbene la cover crop di segale assicuri l'accumulo di SOM fino a 30 cm di profondità (+ 30% rispetto alla CT). Il NT e la minima lavorazione (MT) portano ad un aumento del SOC e del STN nei primi 30 cm di suolo, rispetto al CT. Gran parte di tale aumento è dovuto ai macroaggregati, all'interno dei quali, i pool di C e N associati ai microaggregati (mM) rappresentano tra il 41 e il 65% del contenuto totale di C e N nei sistemi NT e MT. / The introduction of conservation agro-ecosystems has been suggested for increasing soil organic carbon (SOC) sequestration and enhancing soil fertility. Continuous organic fertilization such as compost distribution and cover crops incorporation promotes SOC sequestration (+1.3÷2.5 Mg C ha-1 yr-1) and soil total nitrogen (STN) accumulation (+~1 Mg N ha-1 yr-1). However, when the organic fertilization is stopped, SOC rapidly decreases. In intensive agro-ecosystems, no till (NT) can ensure yields comparable to conventional tillage (CT) immediately after transition. The major contribution of NT to soil organic matter (SOM) and STN increase is detected in the top 5 cm of soil, although the cultivation of rye as cover crop ensures SOM accumulation down to 30 cm depth (+30% than CT). No till and minimum tillage (MT) may increase SOC and STN levels in the 0-30 cm soil layer, both as concentration and as mass, compared with CT. Most of such a SOC and STN increase is due to C- and N-rich macroaggregates. Within macroaggregates, microaggregates (mM) are of primary importance for soil organic matter stabilization since C and N pools associated to mM account for between 41 and 65% of total C and N content in the NT and MT systems.

Agricultural production is becoming increasingly important as the world demand increases. On the other hand, there are several factors threatening that production such as the climate change. Therefore, monitoring and management of different parameters affecting the production are important. The current study is dedicated to two key parameters, namely agricultural land cover and soil-moisture mapping using X- and L-Band Synthetic Aperture Radar (SAR) data. Land-cover mapping plays an essential role in various applications like irrigation management, yield estimation and subsidy control. A model of multi-direction/multi-distance texture analysis on SAR data and its use for agricultural land cover classification was developed. The model is built and implemented in ESRI ArcGIS software and integrated with “R Environment”. Sets of texture measures can be calculated on a plot basis and stored in an attribute table for further classification. The classification module provides various classification approaches such as support vector machine and artificial neural network, in addition to different feature-selection methods. The model has been tested for a typical Mid-European agricultural and horticultural land use pattern south to the town of Pirna (Saxony/Germany), where the high-resolution SAR data, TerraSAR-X and ALOS/PALSAR (HH/HV) imagery, were used for land-cover mapping. The results indicate that an integrated classification using textural information of SAR data has a high potential for land-cover mapping. Moreover, the multi-dimensional SAR data approach improved the overall accuracy. Soil moisture (SM) is important for various applications such as crop-water management and hydrological modelling. The above-mentioned TerraSAR-X data were utilised for soil-moisture mapping verified by synchronous field measurements. Different speckle-reduction techniques were applied and the most representative filtered image was determined. Then the soil moisture was calculated for the mapped area using the obtained linear regression equations for each corresponding land-cover type. The results proved the efficiency of SAR data in soil-moisture mapping for bare soils and at the early growing stage of fieldcrops. / Landwirtschaftliche Produktion erlangt mit weltweit steigender Nahrungsmittelnachfrage zunehmende Bedeutung. Zahlreiche Faktoren bedrohen die landwirtschaftliche Produktion wie beispielsweise die globale Klimaveränderung einschließlich ihrer indirekten Nebenwirkungen. Somit ist das Monitoring der Produktion selbst und der wesentlichen Produktionsparameter eine zweifelsfrei wichtige Aufgabe. Die vorliegende Studie widmet sich in diesem Kontext zwei Schlüsselinformationen, der Aufnahme landwirtschaftlicher Kulturen und den Bodenfeuchteverhältnissen, jeweils unter Nutzung von Satellitenbilddaten von Radarsensoren mit Synthetischer Apertur, die im X- und L-Band operieren. Landnutzungskartierung spielt eine essentielle Rolle für zahlreiche agrarische Anwendungen; genannt seien hier nur Bewässerungsmaßnahmen, Ernteschätzung und Fördermittelkontrolle. In der vorliegenden Arbeit wurde ein Modell entwickelt, welches auf Grundlage einer Texturanalyse der genannten SAR-Daten für variable Richtungen und Distanzen eine Klassifikation landwirtschaftlicher Nutzungsformen ermöglicht. Das Modell wurde als zusätzliche Funktionalität für die ArcGIS-Software implementiert. Es bindet dabei Klassifikationsverfahren ein, die aus dem Funktionsschatz der Sprache „R“ entnommen sind. Zum Konzept: Ein Bündel von Texturparametern wird durch das vorliegende Programm auf Schlagbasis berechnet und in einer Polygonattributtabelle der landwirtschaftlichen Schläge abgelegt. Auf diese Attributtabelle greift das nachfolgend einzusetzende Klassifikationsmodul zu. Die Software erlaubt nun die Suche nach „aussagekräftigen“ Teilmengen innerhalb des umfangreichen Texturmerkmalsraumes. Im Klassifikationsprozess kann aus verschiedenen Ansätzen gewählt werden. Genannt seien „Support Vector Machine“ und künstliche neuronale Netze. Das Modell wurde für einen typischen mitteleuropäischen Untersuchungsraum mit landwirtschaftlicher und gartenbaulicher Nutzung getestet. Er liegt südlich von Pirna im Freistaat Sachsen. Zum Test lagen für den Untersuchungsraum Daten von TerraSAR-X und ALOS/PALSAR (HH/HV) aus identischen Aufnahmetagen vor. Die Untersuchungen beweisen ein hohes Potenzial der Texturinformation aus hoch aufgelösten SAR-Daten für die landwirtschaftliche Nutzungserkennung. Auch die erhöhte Dimensionalität durch die Kombination von zwei Sensoren erbrachte eine Verbesserung der Klassifikationsgüte. Kenntnisse der Bodenfeuchteverteilung sind u.a. bedeutsam für Bewässerungsanwendungen und hydrologische Modellierung. Die oben genannten SAR-Datensätze wurden auch zur Bodenfeuchteermittlung genutzt. Eine Verifikation wurde durch synchrone Feldmessungen ermöglicht. Initial musste der Radar-typische „Speckle“ in den Bildern durch Filterung verringert werden. Verschiedene Filtertechniken wurden getestet und das beste Resultat genutzt. Die Bodenfeuchtebestimmung erfolgte in Abhängigkeit vom Nutzungstyp über Regressionsanalyse. Auch die Resultate für die Bodenfeuchtebestimmung bewiesen das Nutzpotenzial der genutzten SAR-Daten für offene Ackerböden und Stadien, in denen die Kulturpflanzen noch einen geringen Bedeckungsgrad aufweisen.